{"schema_version":"GreyCommunity 1.0","count":1,"profiles":[{"schema_version":"GreyCommunity 1.0","profile_schema":"GreyProfile 1.0","id":"GSX:PROFILE:pakang-senosha","slug":"pakang-senosha","name":"Pakang Senosha","role":"MSc Epidemiology and Biostatistics","affiliation":"University of Pretoria","location":"Roodepoort, South Africa","bio":"Pakang Senosha is an HPCSA-registered medical laboratory scientist, an MSc student in Epidemiology and Biostatistics at the University of Pretoria, and the founder of GreyScienx and the Bantuity ecosystem.","email":"senoshapakang@gmail.com","study_count":29,"studies":[{"id":"GSX:HH-001","slug":"economics-of-living-together","title":"The Economics of Living Together","series_slug":"household-economics","series_title":"Household Economics","summary":"A Gauteng lifetime scenario comparing early cohabitation, delayed cohabitation and separate households.","href":"https://greyscienx.com/research/household-economics/economics-of-living-together"},{"id":"GSX:HH-002","slug":"the-first-three-years-advantage","title":"The First Three Years Advantage","series_slug":"household-economics","series_title":"Household Economics","summary":"How delaying rent and car ownership at the start of a career can alter lifetime wealth.","href":"https://greyscienx.com/research/household-economics/the-first-three-years-advantage"},{"id":"GSX:POP-001","slug":"when-retirement-becomes-impossible","title":"When Retirement Becomes Impossible","series_slug":"population-futures","series_title":"Population Futures","summary":"The demographic and financial limits of retirement at 60.","href":"https://greyscienx.com/research/population-futures/when-retirement-becomes-impossible"},{"id":"GSX:POP-002","slug":"todays-unemployment-is-tomorrows-pension-crisis","title":"Today’s Unemployment Is Tomorrow’s Pension Crisis","series_slug":"population-futures","series_title":"Population Futures","summary":"Youth unemployment followed across a lifetime and into old-age dependence.","href":"https://greyscienx.com/research/population-futures/todays-unemployment-is-tomorrows-pension-crisis"},{"id":"GSX:POP-003","slug":"does-raising-the-retirement-age-actually-work","title":"Does Raising the Retirement Age Actually Work?","series_slug":"population-futures","series_title":"Population Futures","summary":"Later retirement tested against youth unemployment, productivity and disability.","href":"https://greyscienx.com/research/population-futures/does-raising-the-retirement-age-actually-work"},{"id":"GSX:POP-004","slug":"the-politics-of-an-ageing-electorate","title":"The Politics of an Ageing Electorate","series_slug":"population-futures","series_title":"Population Futures","summary":"How voter age structure can redirect spending and intergenerational transfers.","href":"https://greyscienx.com/research/population-futures/the-politics-of-an-ageing-electorate"},{"id":"GSX:POP-005","slug":"emergency-ageing-austerity","title":"Emergency Ageing Austerity","series_slug":"population-futures","series_title":"Population Futures","summary":"Policy packages for closing an ageing-related fiscal deficit with lower welfare loss.","href":"https://greyscienx.com/research/population-futures/emergency-ageing-austerity"},{"id":"GSX:POP-006","slug":"the-price-of-another-child","title":"The Price of Another Child","series_slug":"population-futures","series_title":"Population Futures","summary":"When fertility support becomes cheaper than financing demographic decline.","href":"https://greyscienx.com/research/population-futures/the-price-of-another-child"},{"id":"GSX:POP-007","slug":"the-hundred-year-life","title":"The Hundred-Year Life","series_slug":"population-futures","series_title":"Population Futures","summary":"Education, work, housing and family life redesigned for 100–120 year lives.","href":"https://greyscienx.com/research/population-futures/the-hundred-year-life"},{"id":"GSX:POP-008","slug":"inheritance-after-retirement","title":"Inheritance After Retirement","series_slug":"population-futures","series_title":"Population Futures","summary":"The economic value of inheritance arriving at 40, 55, 70 or 85.","href":"https://greyscienx.com/research/population-futures/inheritance-after-retirement"},{"id":"GSX:POP-009","slug":"how-to-shrink-a-country-without-breaking-it","title":"How to Shrink a Country Without Breaking It","series_slug":"population-futures","series_title":"Population Futures","summary":"Housing, cities and public infrastructure under population contraction.","href":"https://greyscienx.com/research/population-futures/how-to-shrink-a-country-without-breaking-it"},{"id":"GSX:POP-010","slug":"the-scarce-worker-economy","title":"The Scarce-Worker Economy","series_slug":"population-futures","series_title":"Population Futures","summary":"Automation, productivity and immigration as substitutes for missing workers.","href":"https://greyscienx.com/research/population-futures/the-scarce-worker-economy"},{"id":"GSX:POP-011","slug":"the-population-system","title":"The Population System","series_slug":"population-futures","series_title":"Population Futures","summary":"A synthesis of the ten population studies as one connected policy system.","href":"https://greyscienx.com/research/population-futures/the-population-system"},{"id":"GSX:POP-012","slug":"extreme-fiscal-pressure","title":"Extreme Fiscal Pressure","series_slug":"population-futures","series_title":"Population Futures","summary":"How emergency government measures introduced in 2050 could alter the population system.","href":"https://greyscienx.com/research/population-futures/extreme-fiscal-pressure"},{"id":"GSX:SRD-001","slug":"the-r350-industrialisation-counterfactual","title":"The R350 Industrialisation Counterfactual","series_slug":"r350-counterfactual","series_title":"The R350 Counterfactual","summary":"The productive-capital alternative to repeated emergency cash transfers.","href":"https://greyscienx.com/research/r350-counterfactual/the-r350-industrialisation-counterfactual"},{"id":"GSX:SRD-002","slug":"the-welfare-cost-of-not-paying-the-grant","title":"The Welfare Cost of Not Paying the Grant","series_slug":"r350-counterfactual","series_title":"The R350 Counterfactual","summary":"The poverty, consumption and social cost omitted from the industrialisation counterfactual.","href":"https://greyscienx.com/research/r350-counterfactual/the-welfare-cost-of-not-paying-the-grant"},{"id":"GSX:SRD-003","slug":"consumption-today-or-productive-capital-tomorrow","title":"Consumption Today or Productive Capital Tomorrow?","series_slug":"r350-counterfactual","series_title":"The R350 Counterfactual","summary":"The timing and distributional trade-off between relief and investment.","href":"https://greyscienx.com/research/r350-counterfactual/consumption-today-or-productive-capital-tomorrow"},{"id":"GSX:SRD-004","slug":"the-public-capital-multiplier","title":"The Public-Capital Multiplier","series_slug":"r350-counterfactual","series_title":"The R350 Counterfactual","summary":"When state-financed productive assets generate durable economic capacity.","href":"https://greyscienx.com/research/r350-counterfactual/the-public-capital-multiplier"},{"id":"GSX:SRD-005","slug":"the-r200-billion-factory","title":"The R200 Billion Factory","series_slug":"r350-counterfactual","series_title":"The R350 Counterfactual","summary":"A concrete industrial deployment scenario at the scale of the grant programme.","href":"https://greyscienx.com/research/r350-counterfactual/the-r200-billion-factory"},{"id":"GSX:IND-001","slug":"the-south-african-critical-minerals-industrial-complex","title":"The South African Critical Minerals Industrial Complex","series_slug":"strategic-industrialisation","series_title":"Strategic Industrialisation","summary":"An integrated strategy for converting mineral endowment into industrial depth.","href":"https://greyscienx.com/research/strategic-industrialisation/the-south-african-critical-minerals-industrial-complex"},{"id":"GSX:IND-002","slug":"the-platinum-to-hydrogen-economy","title":"The Platinum-to-Hydrogen Economy","series_slug":"strategic-industrialisation","series_title":"Strategic Industrialisation","summary":"A value-chain model connecting platinum reserves to a hydrogen industrial base.","href":"https://greyscienx.com/research/strategic-industrialisation/the-platinum-to-hydrogen-economy"},{"id":"GSX:IND-003","slug":"the-manganese-to-battery-economy","title":"The Manganese-to-Battery Economy","series_slug":"strategic-industrialisation","series_title":"Strategic Industrialisation","summary":"A route from mineral extraction to higher-value battery production.","href":"https://greyscienx.com/research/strategic-industrialisation/the-manganese-to-battery-economy"},{"id":"GSX:IND-004","slug":"the-vanadium-grid-storage-economy","title":"The Vanadium Grid-Storage Economy","series_slug":"strategic-industrialisation","series_title":"Strategic Industrialisation","summary":"Domestic grid storage as an anchor market for vanadium industrialisation.","href":"https://greyscienx.com/research/strategic-industrialisation/the-vanadium-grid-storage-economy"},{"id":"GSX:IND-005","slug":"the-capital-goods-economy","title":"The Capital-Goods Economy","series_slug":"strategic-industrialisation","series_title":"Strategic Industrialisation","summary":"The equipment, capabilities and supplier networks behind durable industrialisation.","href":"https://greyscienx.com/research/strategic-industrialisation/the-capital-goods-economy"},{"id":"GSX:IND-006","slug":"the-mineral-sovereign-wealth-fund","title":"The Mineral Sovereign Wealth Fund","series_slug":"strategic-industrialisation","series_title":"Strategic Industrialisation","summary":"A fiscal architecture for converting exhaustible resources into permanent public wealth.","href":"https://greyscienx.com/research/strategic-industrialisation/the-mineral-sovereign-wealth-fund"},{"id":"GSX:AFR-001","slug":"south-africa-in-a-richer-africa","title":"South Africa in a Richer Africa","series_slug":"african-convergence","series_title":"African Convergence","summary":"The macroeconomic consequences of broad African income convergence.","href":"https://greyscienx.com/research/african-convergence/south-africa-in-a-richer-africa"},{"id":"GSX:AFR-002","slug":"johannesburg-as-africas-financial-capital","title":"Johannesburg as Africa’s Financial Capital","series_slug":"african-convergence","series_title":"African Convergence","summary":"The conditions under which Johannesburg could finance a continent-scale economy.","href":"https://greyscienx.com/research/african-convergence/johannesburg-as-africas-financial-capital"},{"id":"GSX:AFR-003","slug":"the-factory-for-african-urbanisation","title":"The Factory for African Urbanisation","series_slug":"african-convergence","series_title":"African Convergence","summary":"South African production positioned around the infrastructure of African city growth.","href":"https://greyscienx.com/research/african-convergence/the-factory-for-african-urbanisation"},{"id":"GSX:WPL-001","slug":"inherited-geography","title":"Inherited Geography","series_slug":"wealth-and-place","series_title":"Wealth and Place","summary":"How South Africa’s unequal property geography continues to compound into differences in wealth.","href":"https://greyscienx.com/research/wealth-and-place/inherited-geography"}],"external_links":[{"label":"LinkedIn","href":"https://www.linkedin.com/in/pakang-senosha/"},{"label":"GitHub","href":"https://github.com/Pakang619"},{"label":"Bantuity","href":"https://www.bantuity.com/p/Pakang-Senosha"},{"label":"Portfolio","href":"https://pakang-senosha.bantuity.com"}],"biography":{"summary":"Pakang Senosha is the founder of GreyScienx and the author of its founding collection. He is an HPCSA-registered medical laboratory scientist, a BHSc graduate in Medical Laboratory Science from Nelson Mandela University, and an MSc student in Epidemiology and Biostatistics at the University of Pretoria. He is based in Roodepoort and founded the Bantuity ecosystem. This page is the public biography.","sections":[{"id":"BIO01","label":"The record","heading":"The name on the record.","paragraphs":["Pakang Senosha is the founder of GreyScienx and the author of its founding collection. His portfolio and curriculum vitae place him in Roodepoort, South Africa. He is an HPCSA-registered medical laboratory scientist and the founder of the Bantuity ecosystem. The machine record for this biography is GSX:PROFILE:pakang-senosha.","The professional sections follow that portfolio and the CV stored with it, both read on 29 September 2026. LinkedIn was not copied. Where a fact is still unpublished, the record says so."]},{"id":"BIO02","label":"Training","heading":"Trained in numbers. Still a student on the record.","paragraphs":["He holds a Bachelor of Health Sciences in Medical Laboratory Science from Nelson Mandela University, taken from 2019 to 2022. From 2025 he has been enrolled for an MSc in Epidemiology and Biostatistics at the University of Pretoria. The portfolio describes that degree as specialising in predictive modelling and large-scale health data analysis. Completion of the MSc is not published. No student number is published, and no separate thesis title is published.","The research he attaches to the MSc is a Malaria Migration Dashboard: gravity models in Python and R for malaria transmission. A second health-systems design, National Kidney Function Surveillance, is a blueprint for turning the NHLS Corporate Data Warehouse into automated kidney-function surveillance. Neither is a GreyScienx paper.","The GreyScienx pages still describe the stance of the publication: measurement, uncertainty, and the distance between an interesting pattern and a defensible conclusion. The subjects change. The obligation to show the reasoning does not."]},{"id":"BIO03","label":"Founding","heading":"A place for an argument that does not fit in a post.","paragraphs":["Senosha created GreyScienx so a study could be published in full, rather than shortened into a social post or left in a private folder. The site introduces each study. The manuscript carries the argument, the sources, the assumptions, and the limits.","He is the current author. The editorial pages are explicit that he is not the permanent boundary of the publication. Other contributors can be added under the same standards. The founding collection is not a personal portfolio and not a closed list of subjects."]},{"id":"BIO04","label":"The collection","heading":"Twenty-nine studies, six series, one author.","paragraphs":["As of this record, every published GreyScienx study is attributed to him: 29 studies in six series. Each study is exploratory and modelled. None is marked peer reviewed. AI assistance in research, drafting, and computation is disclosed once for the publication and is not itemised study by study. The figures are scenarios, estimates, or counterfactuals as each manuscript labels them.","Household Economics, GSX:HH, has two studies. They ask how household formation and early financial choices shape the cost of living, saving, and lifetime financial resilience. The Economics of Living Together compares early cohabitation, delayed cohabitation, and separate households in a Gauteng lifetime scenario. The First Three Years Advantage asks how delaying rent and car ownership at the start of a career can alter lifetime wealth.","Population Futures, GSX:POP, has twelve studies of ageing, work, fertility, retirement, inheritance, and fiscal pressure. The series opens with When Retirement Becomes Impossible and Today’s Unemployment Is Tomorrow’s Pension Crisis, and it runs through retirement age, the ageing electorate, austerity, the price of another child, long life, inheritance, a shrinking country, scarce workers, the population as a system, and Extreme Fiscal Pressure. The catalog description of The Population System still says it synthesises the ten population studies. Extreme Fiscal Pressure is a later study in the same series. This biography does not rewrite that description.","The R350 Counterfactual, GSX:SRD, has five studies. They ask what South Africa might have built with the SRD budget, and what society would have lost by withholding the grant. The papers set a productive-capital alternative beside the welfare cost of not paying the grant, the timing of consumption and investment, the public-capital multiplier, and a factory scenario at the scale of the programme.","Strategic Industrialisation, GSX:IND, has six studies of systems that move South African mineral and capital capacity further up the value chain: a critical-minerals complex, platinum and hydrogen, manganese and batteries, vanadium and grid storage, capital goods, and a mineral sovereign wealth fund.","African Convergence, GSX:AFR, has three studies of South Africa's economy, cities, and industrial role in a substantially richer African continent, including Johannesburg as a financial capital and production for African urbanisation.","Wealth and Place, GSX:WPL, has one study. Inherited Geography examines how unequal property geography continues to compound into differences in wealth.","Those sentences follow the catalog. They introduce the work. They are not the findings. The findings stay in the manuscripts and in the claim records."]},{"id":"BIO05","label":"Reading","heading":"How the studies are meant to be read.","paragraphs":["Each paper has a permanent page, a place in a series, a manuscript, and a machine record. Claims on the public record are conditional and modelled. They depend on named assumptions and carry a main limitation. Confidence is not scored.","The publication does not convert a scenario into a forecast, a shared household into a marriage result, or a household total into an individual total unless the manuscript itself makes that distinction. The founder's name on a study means he is the recorded author. It does not mean an external referee has accepted the paper."]},{"id":"BIO06","label":"Practice","heading":"The laboratory, Bantuity, and the other work.","paragraphs":["Since June 2024 he has been a medical laboratory scientist at Lancet Flora in Constantia Kloof. The portfolio describes high-throughput diagnostic testing, checks on diagnostic datasets, and a proposal for secure cloud collaboration with two-factor authentication and IP restrictions. In the same month, June 2024, the record also lists him as a medical technologist at Ampath Trust. From March 2022 to March 2023 he was an intern medical technologist at the National Health Laboratory Service in East London, reporting critical findings to physicians and tracking quality control and turnaround times.","He is founder and architect of Bantuity from 2024. The portfolio and CV name a suite rather than a single app. Bantuity is the hub, at bantuity.com. Studio Light is described as a lightweight AI workspace for Stata. Plotex, at plotex.bantuity.com, is a plotting utility. Copilot assists analytical workflows and, as the portfolio puts it, must not invent statistical results. Legible, at legible.bantuity.com, is a readable job surface for South African public, private, and informal opportunities. Simulation Lab is a teaching knowledge graph for epidemiology and biostatistics, with numerical estimates kept in verified solvers. Figure Studio is tooling for reproducible figures. Bantuity Research is named as a hub for methods and findings. These products are not GreyScienx studies, and this record does not audit their code.","Senosha Diagnostics is a concept he leads: mobile diagnostic laboratories tied to real-time epidemiological data. Pax Old Boys is a non-profit alumni organisation he founded for former students of Pax College. The portfolio gives www.paxoldboys.com. The CV writes paxoldboys.co.za. Both addresses stay as he stated them. The portfolio describes Project Pax 2035, registration, and an alumni dashboard. It does not say that he attended Pax College.","The portfolio lists HPCSA registration as active and four completed certificates: Mathematics for Machine Learning from Imperial College London on Coursera, the IBM Data Science and IBM AI Engineering professional certificates, and AI for Medicine from DeepLearning.AI. No registration number and no unique credential identifiers are published. Interests he states are poetry, cricket, epidemiological modelling, health-systems design, product ecosystems, and open scientific tooling. Study he lists as current covers causal inference, large-scale warehouse surveillance, clinical risk models, and multi-app desktop architectures."]},{"id":"BIO07","label":"Addresses","heading":"Where the public record can be reached.","paragraphs":["Correspondence for the publication is senoshapakang@gmail.com. The portfolio is at pakang-senosha.bantuity.com, with the same site also declared at pakangsenosha.bantuity.com. His Bantuity profile is www.bantuity.com/p/Pakang-Senosha. The catalog also points to LinkedIn and to the GitHub account Pakang619.","The LinkedIn page was not copied into this twin. On 28 September 2026 the public GitHub profile had no name, biography, company, or location filled in. The account was created on 8 May 2020. It shows one public repository, bantuity-desktop, a JavaScript project added in July 2026 with no description on the repository record. GreyScienx has not reviewed that code."]},{"id":"BIO08","label":"Limits","heading":"What this biography refuses to invent.","paragraphs":["The twin does not publish a date of birth, a nationality, a photograph, languages spoken, a family, an ORCID, a Google Scholar profile, an HPCSA number, completion of the MSc, a formal thesis title, or a peer-reviewed paper of his own.","The BHSc, the laboratory posts, and the Bantuity work are on the record because the portfolio and the CV state them. Anything beyond those sources waits for a revision of GSX:PROFILE:pakang-senosha."]}]},"roles":[{"id":"ROLE01","title":"Founder","organisation":"GreyScienx","status":"current","statement":"Pakang Senosha founded GreyScienx and is named as its founder on the publication record."},{"id":"ROLE02","title":"Author of the founding collection","organisation":"GreyScienx","status":"current","statement":"Every study in the current published catalog is attributed to him. The editorial pages say he is the current author, not the permanent boundary of the publication."},{"id":"ROLE03","title":"MSc student, Epidemiology and Biostatistics","organisation":"University of Pretoria","status":"student","statement":"The portfolio and CV describe an MSc in Epidemiology and Biostatistics at the University of Pretoria from 2025, specialising in predictive modelling and large-scale health data analysis. Completion is not published."},{"id":"ROLE04","title":"Medical Laboratory Scientist","organisation":"Lancet Flora","status":"current","start":"2024-06","location":"Constantia Kloof, South Africa","statement":"The portfolio and CV list him as a medical laboratory scientist at Lancet Flora from June 2024."},{"id":"ROLE05","title":"Founder and architect","organisation":"Bantuity","status":"current","start":"2024","statement":"The portfolio names him founder and architect of the Bantuity ecosystem from 2024."},{"id":"ROLE06","title":"Medical Technologist","organisation":"Ampath Trust","status":"past","start":"2024-06","end":"2024-06","statement":"The portfolio and CV list a medical technologist post at Ampath Trust in June 2024."},{"id":"ROLE07","title":"Intern Medical Technologist","organisation":"National Health Laboratory Service","status":"past","start":"2022-03","end":"2023-03","location":"East London, South Africa","statement":"The portfolio and CV list an internship at the National Health Laboratory Service in East London from March 2022 to March 2023."},{"id":"ROLE08","title":"Founder and project lead","organisation":"Pax Old Boys","status":"current","statement":"The CV names him project lead and founder of Pax Old Boys, a non-profit alumni organisation. The portfolio does not say that he attended Pax College."}],"education":[{"id":"EDU01","programme":"MSc Epidemiology and Biostatistics","institution":"University of Pretoria","status":"student","completion":"not published","specialisation":"Predictive modelling and large-scale health data analysis","thesis_title":"not published","described_research":"Malaria Migration Dashboard, a gravity-model forecasting platform in Python and R","start_date":"2025","end_date":"present","student_number":"not published","source":"Portfolio education record and CV, read 2026-09-29"},{"id":"EDU02","programme":"Bachelor of Health Sciences (BHSc), Medical Laboratory Science","institution":"Nelson Mandela University","status":"completed","completion":"2022","thesis_title":"not applicable","start_date":"2019","end_date":"2022","source":"Portfolio education record and CV, read 2026-09-29"}],"places":[{"id":"LOC01","label":"Roodepoort, South Africa","role":"stated base","source":"Portfolio site config and CV, read 2026-09-29. The GreyScienx catalog uses the same place.","citizenship":"not published","residence_status":"not published"},{"id":"LOC02","label":"Constantia Kloof, South Africa","role":"Lancet Flora workplace","source":"Portfolio experience record and CV"},{"id":"LOC03","label":"East London, South Africa","role":"NHLS internship, March 2022 to March 2023","source":"Portfolio experience record and CV"}],"external_profiles":[{"id":"EXT01","service":"LinkedIn","url":"https://www.linkedin.com/in/pakang-senosha/","status":"linked from the catalog","note":"The catalog publishes the URL. Employment in this twin comes from the portfolio and CV, not from LinkedIn."},{"id":"EXT02","service":"GitHub","url":"https://github.com/Pakang619","login":"Pakang619","account_created":"2020-05-08","observed_on":"2026-09-28","public_name":"empty","public_bio":"empty","public_company":"empty","public_location":"empty","public_email":"empty","public_repository_count":1,"note":"Observed from the public GitHub user record. Empty fields were empty on the observation date. They are not evidence that the facts do not exist, only that the profile did not state them."},{"id":"EXT03","service":"Bantuity","url":"https://www.bantuity.com/p/Pakang-Senosha","status":"linked from the portfolio","note":"Public profile on the Bantuity site, as given in the portfolio."},{"id":"EXT04","service":"Portfolio","url":"https://pakang-senosha.bantuity.com","status":"source of this biographical revision","note":"Portfolio read on 2026-09-29, including the about page, the structured records, and the CV. An alternate hostname, pakangsenosha.bantuity.com, is also declared."}],"external_writing":[],"experience":[{"id":"EXP01","organisation":"Lancet Flora","title":"Medical Laboratory Scientist","location":"Constantia Kloof, South Africa","start":"2024-06","end":"present","source":"Portfolio experience record and CV","duties":["High-throughput clinical diagnostic testing under laboratory protocols, quality standards, and patient confidentiality.","Monitoring and validation of diagnostic datasets, including inconsistencies and biochemical anomalies.","A proposed secure cloud-collaboration architecture using two-factor authentication and IP restrictions."]},{"id":"EXP02","organisation":"Ampath Trust","title":"Medical Technologist","location":"South Africa","start":"2024-06","end":"2024-06","source":"Portfolio experience record and CV","duties":["Diagnostic testing in a high-volume clinical laboratory.","Data handling through Ampath patient-result portals."]},{"id":"EXP03","organisation":"National Health Laboratory Service","title":"Intern Medical Technologist","location":"East London, South Africa","start":"2022-03","end":"2023-03","source":"Portfolio experience record and CV","duties":["Routine diagnostic testing on clinical specimens and communication of critical findings to physicians.","Internal quality assurance and tracking of critical-result turnaround times."]},{"id":"EXP04","organisation":"Bantuity","title":"Founder and architect","location":"South Africa, remote","start":"2024","end":"present","source":"Portfolio experience record and CV","duties":["Design, development, and direction of the Bantuity platform suite.","Studio Light design language and the product architecture across the named apps."]}],"certifications":[{"id":"CERT01","name":"HPCSA Registered Medical Laboratory Scientist","issuer":"Health Professions Council of South Africa","status":"active","registration_number":"not published","source":"Portfolio certifications and CV"},{"id":"CERT02","name":"Mathematics for Machine Learning Specialization","issuer":"Imperial College London (Coursera)","status":"completed","credential_id":"not published","source":"Portfolio certifications and CV"},{"id":"CERT03","name":"IBM Data Science Professional Certificate","issuer":"IBM Skills Network","status":"completed","credential_id":"not published","source":"Portfolio certifications and CV"},{"id":"CERT04","name":"IBM AI Engineering Professional Certificate","issuer":"IBM Skills Network","status":"completed","credential_id":"not published","source":"Portfolio certifications and CV"},{"id":"CERT05","name":"AI for Medicine Specialization","issuer":"DeepLearning.AI","status":"completed","credential_id":"not published","source":"Portfolio certifications and CV"}],"portfolio_work":[{"id":"PW01","title":"Bantuity Ecosystem","years":"2026 – present","url":"https://bantuity.com","relation":"founder and architect","summary":"Hub for a suite the portfolio names as Bantuity, Plotex, Copilot, Research, Legible, and Simulation Lab, under a Studio Light design language.","grey_scienx_status":"Not a GreyScienx study. Code is not audited here."},{"id":"PW02","title":"Bantuity Studio Light","years":"stated on the CV","url":"not published as a separate address","relation":"founder and architect","summary":"The CV describes a lightweight AI workspace for Stata: generate code, run analyses, organise outputs, and work from one interface. It calls this the first step toward a broader Bantuity Studio.","grey_scienx_status":"Not a GreyScienx study."},{"id":"PW03","title":"Simulation Lab","years":"2026 – present","url":"not published","relation":"designer and implementer","summary":"A teaching platform that presents epidemiology and biostatistics as a knowledge graph. The portfolio says numerical estimates come from verified solvers and that AI is limited to explanation.","grey_scienx_status":"Not a GreyScienx study."},{"id":"PW04","title":"Legible","years":"2026 – present","url":"https://legible.bantuity.com","relation":"builder","summary":"A job-discovery surface for South African public, private, and informal opportunities, described as readable and usable without an account.","grey_scienx_status":"Not a GreyScienx study."},{"id":"PW05","title":"Plotex","years":"2026 – present","url":"https://plotex.bantuity.com","relation":"builder","summary":"A plotting utility inside the Bantuity network.","grey_scienx_status":"Not a GreyScienx study."},{"id":"PW06","title":"Stata Copilot","years":"2026 – present","url":"The CV writes Copilot.bantuity and does not give a full address.","relation":"builder","summary":"Assistive tooling for analytical workflows. The portfolio says it must not invent statistical results.","grey_scienx_status":"Not a GreyScienx study."},{"id":"PW07","title":"Malaria Migration Dashboard","years":"2025 – present","url":"not published","relation":"MSc research platform","summary":"Gravity models in Python and R for malaria transmission dynamics, described as the MSc research platform.","grey_scienx_status":"Not a GreyScienx study. No formal thesis title is published."},{"id":"PW08","title":"National Kidney Function Surveillance","years":"2026 – present","url":"not published","relation":"design","summary":"An algorithmic blueprint for using the NHLS Corporate Data Warehouse as an automated kidney-function surveillance system.","grey_scienx_status":"Not a GreyScienx study."},{"id":"PW09","title":"Senosha Diagnostics","years":"2026 – present","url":"not published","relation":"founder and lead developer, concept","summary":"A concept for mobile diagnostic laboratories linked to real-time epidemiological data, with two-factor authentication and IP restrictions in the described architecture.","grey_scienx_status":"Not a GreyScienx study. The portfolio marks it as a concept."},{"id":"PW10","title":"Figure Studio","years":"2026 – present","url":"not published","relation":"builder","summary":"Studio tooling for reproducible analytical figures.","grey_scienx_status":"Not a GreyScienx study."},{"id":"PW11","title":"Pax Old Boys","years":"2025 – present","url":"https://www.paxoldboys.com","alternate_url":"paxoldboys.co.za, as written on the CV","relation":"founder and project lead","summary":"A non-profit alumni platform for former students of Pax College. The portfolio describes public storytelling, Project Pax 2035, registration, and an alumni dashboard. Attendance at Pax College is not stated.","grey_scienx_status":"Not a GreyScienx study."}],"unreviewed_public_code":[{"id":"CODE01","name":"bantuity-desktop","url":"https://github.com/Pakang619/bantuity-desktop","language":"JavaScript","created":"2026-07-21","description":"none on the public repository record","grey_scienx_status":"Not reviewed. The portfolio describes Bantuity desktop and web work. This repository is not treated as audited source code."}],"statements":[{"id":"S01","statement":"Pakang Senosha is an HPCSA-registered medical laboratory scientist, an MSc student in Epidemiology and Biostatistics at the University of Pretoria, and the founder of GreyScienx and the Bantuity ecosystem.","source":"Researcher bio in lib/catalog.ts","kind":"publication_description"},{"id":"S02","statement":"He is based in Roodepoort, South Africa.","source":"Portfolio site config, CV, and the GreyScienx researcher location.","kind":"publication_description"},{"id":"S03","statement":"He studies epidemiology and biostatistics at the University of Pretoria, founded GreyScienx, and wrote its first collection of research.","source":"Founder page.","kind":"publication_description"},{"id":"S04","statement":"The work emphasises measurement, uncertainty, and the distance between an interesting pattern and a defensible conclusion.","source":"Founder page.","kind":"publication_description"},{"id":"S05","statement":"GreyScienx applies that approach beyond a single academic department. The subjects change. The obligation to explain the reasoning does not.","source":"Founder page.","kind":"editorial_position"},{"id":"S06","statement":"He created GreyScienx to publish independent research without compressing it into a social post or leaving it in a private folder. The site introduces each study. The manuscript carries the full argument.","source":"Founder page.","kind":"editorial_position"},{"id":"S07","statement":"He is the publication's current author, not its permanent boundary. Other contributors may be added under the same editorial standards.","source":"Founder page and the About page.","kind":"editorial_position"},{"id":"S08","statement":"The founding collection is not a personal portfolio and not a closed list of subjects.","source":"About page.","kind":"editorial_position"},{"id":"S09","statement":"GreyScienx manuscripts are prepared with substantial AI assistance in research, drafting, and computation. The record is not peer-reviewed. Assistance is not itemised per study.","source":"Publication-level AI disclosure on each study record.","kind":"evidentiary_status"},{"id":"S10","statement":"He holds a BHSc in Medical Laboratory Science from Nelson Mandela University, 2019 to 2022, and has been an MSc student in Epidemiology and Biostatistics at the University of Pretoria since 2025.","source":"Portfolio education record and CV, read 2026-09-29.","kind":"subject_statement"},{"id":"S11","statement":"His laboratory posts are Lancet Flora from June 2024, Ampath Trust in June 2024, and an NHLS internship in East London from March 2022 to March 2023.","source":"Portfolio experience record and CV, read 2026-09-29.","kind":"subject_statement"},{"id":"S12","statement":"The Bantuity products, the malaria and kidney surveillance work, Senosha Diagnostics, and Pax Old Boys are described in the portfolio. They are not GreyScienx studies.","source":"Portfolio project register and CV, read 2026-09-29.","kind":"scope_limit"}],"epistemic_positions":[{"id":"E01","position":"Measurement and uncertainty come before a conclusion.","source_statement":"S04"},{"id":"E02","position":"A pattern is not yet a defensible conclusion.","source_statement":"S04"},{"id":"E03","position":"The manuscript, not the introduction and not a social post, carries the argument.","source_statement":"S06"},{"id":"E04","position":"Modelled studies in this collection are scenarios, estimates, or counterfactuals as the manuscript labels them. This profile does not promote them to forecasts.","source_statement":"S09"}],"absences":[{"id":"ABS01","field":"date_of_birth","statement":"No date of birth is published."},{"id":"ABS02","field":"nationality","statement":"No nationality or citizenship is published. Roodepoort is a stated base, not a citizenship claim."},{"id":"ABS03","field":"msc_completion","statement":"Completion of the MSc is not published. The BHSc from Nelson Mandela University is the completed degree on the record."},{"id":"ABS04","field":"thesis","statement":"No formal thesis title is published. The portfolio describes the Malaria Migration Dashboard as the MSc research platform."},{"id":"ABS05","field":"hpcsa_number","statement":"HPCSA registration is stated. The registration number is not published."},{"id":"ABS06","field":"pax_college_attendance","statement":"He founded Pax Old Boys. The portfolio does not say that he attended Pax College."},{"id":"ABS07","field":"photograph","statement":"No portrait is published on GreyScienx."},{"id":"ABS08","field":"languages","statement":"Languages spoken are not published. The publication language is English (South Africa)."},{"id":"ABS09","field":"family","statement":"No family information is published."},{"id":"ABS10","field":"orcid","statement":"No ORCID is registered."},{"id":"ABS11","field":"scholar_profile","statement":"No Google Scholar profile is registered."},{"id":"ABS12","field":"peer_reviewed_papers","statement":"No peer-reviewed paper authored by him is registered."},{"id":"ABS13","field":"peer_review_of_greyscienx","statement":"No GreyScienx study in this collection is marked peer reviewed."}],"corpus":{"role":"Sole published author of the founding collection.","attribution":"The live study list is joined from the catalog when this profile is served. This form does not keep a second copy of the 29 titles.","evidence_status":"modelled","peer_review_status":"none","external_review_status":"none","ai_assistance":"Disclosed once for the publication. Not itemised per study.","reading_rule":"Catalog descriptions introduce the studies. Findings stay in the manuscripts and the claim records. This profile does not restate results.","series":[{"id":"GSX:HH","slug":"household-economics","title":"Household Economics","study_count":2,"question":"How household formation and early financial choices shape the cost of living, saving, and lifetime financial resilience.","studies":[{"id":"GSX:HH-001","title":"The Economics of Living Together","description":"A Gauteng lifetime scenario comparing early cohabitation, delayed cohabitation and separate households."},{"id":"GSX:HH-002","title":"The First Three Years Advantage","description":"How delaying rent and car ownership at the start of a career can alter lifetime wealth."}]},{"id":"GSX:POP","slug":"population-futures","title":"Population Futures","study_count":12,"question":"Twelve connected studies of ageing, work, fertility, retirement, inheritance and fiscal pressure.","studies":[{"id":"GSX:POP-001","title":"When Retirement Becomes Impossible","description":"The demographic and financial limits of retirement at 60."},{"id":"GSX:POP-002","title":"Today’s Unemployment Is Tomorrow’s Pension Crisis","description":"Youth unemployment followed across a lifetime and into old-age dependence."},{"id":"GSX:POP-003","title":"Does Raising the Retirement Age Actually Work?","description":"Later retirement tested against youth unemployment, productivity and disability."},{"id":"GSX:POP-004","title":"The Politics of an Ageing Electorate","description":"How voter age structure can redirect spending and intergenerational transfers."},{"id":"GSX:POP-005","title":"Emergency Ageing Austerity","description":"Policy packages for closing an ageing-related fiscal deficit with lower welfare loss."},{"id":"GSX:POP-006","title":"The Price of Another Child","description":"When fertility support becomes cheaper than financing demographic decline."},{"id":"GSX:POP-007","title":"The Hundred-Year Life","description":"Education, work, housing and family life redesigned for 100–120 year lives."},{"id":"GSX:POP-008","title":"Inheritance After Retirement","description":"The economic value of inheritance arriving at 40, 55, 70 or 85."},{"id":"GSX:POP-009","title":"How to Shrink a Country Without Breaking It","description":"Housing, cities and public infrastructure under population contraction."},{"id":"GSX:POP-010","title":"The Scarce-Worker Economy","description":"Automation, productivity and immigration as substitutes for missing workers."},{"id":"GSX:POP-011","title":"The Population System","description":"A synthesis of the ten population studies as one connected policy system."},{"id":"GSX:POP-012","title":"Extreme Fiscal Pressure","description":"How emergency government measures introduced in 2050 could alter the population system."}]},{"id":"GSX:SRD","slug":"r350-counterfactual","title":"The R350 Counterfactual","study_count":5,"question":"What South Africa might have built with the SRD budget, and what society would have lost by withholding it.","studies":[{"id":"GSX:SRD-001","title":"The R350 Industrialisation Counterfactual","description":"The productive-capital alternative to repeated emergency cash transfers."},{"id":"GSX:SRD-002","title":"The Welfare Cost of Not Paying the Grant","description":"The poverty, consumption and social cost omitted from the industrialisation counterfactual."},{"id":"GSX:SRD-003","title":"Consumption Today or Productive Capital Tomorrow?","description":"The timing and distributional trade-off between relief and investment."},{"id":"GSX:SRD-004","title":"The Public-Capital Multiplier","description":"When state-financed productive assets generate durable economic capacity."},{"id":"GSX:SRD-005","title":"The R200 Billion Factory","description":"A concrete industrial deployment scenario at the scale of the grant programme."}]},{"id":"GSX:IND","slug":"strategic-industrialisation","title":"Strategic Industrialisation","study_count":6,"question":"Industrial systems that move South African mineral and capital capacity further up the value chain.","studies":[{"id":"GSX:IND-001","title":"The South African Critical Minerals Industrial Complex","description":"An integrated strategy for converting mineral endowment into industrial depth."},{"id":"GSX:IND-002","title":"The Platinum-to-Hydrogen Economy","description":"A value-chain model connecting platinum reserves to a hydrogen industrial base."},{"id":"GSX:IND-003","title":"The Manganese-to-Battery Economy","description":"A route from mineral extraction to higher-value battery production."},{"id":"GSX:IND-004","title":"The Vanadium Grid-Storage Economy","description":"Domestic grid storage as an anchor market for vanadium industrialisation."},{"id":"GSX:IND-005","title":"The Capital-Goods Economy","description":"The equipment, capabilities and supplier networks behind durable industrialisation."},{"id":"GSX:IND-006","title":"The Mineral Sovereign Wealth Fund","description":"A fiscal architecture for converting exhaustible resources into permanent public wealth."}]},{"id":"GSX:AFR","slug":"african-convergence","title":"African Convergence","study_count":3,"question":"South Africa's economy, cities and industrial role in a substantially richer African continent.","studies":[{"id":"GSX:AFR-001","title":"South Africa in a Richer Africa","description":"The macroeconomic consequences of broad African income convergence."},{"id":"GSX:AFR-002","title":"Johannesburg as Africa’s Financial Capital","description":"The conditions under which Johannesburg could finance a continent-scale economy."},{"id":"GSX:AFR-003","title":"The Factory for African Urbanisation","description":"South African production positioned around the infrastructure of African city growth."}]},{"id":"GSX:WPL","slug":"wealth-and-place","title":"Wealth and Place","study_count":1,"question":"How property, geography and inheritance carry economic advantage across generations.","studies":[{"id":"GSX:WPL-001","title":"Inherited Geography","description":"How South Africa’s unequal property geography continues to compound into differences in wealth."}]}]},"links":{"html":"https://greyscienx.com/about/pakang-senosha","index":"https://greyscienx.com/researchers","json":"https://greyscienx.com/api/v1/profiles/pakang-senosha"}}]}