11 projects spanning RAG, agentic pipelines, forecasting, and full-stack AI tooling. 9 shipped, 2 in active development.
This projection reaches 4.66 million by 2074, about 0.7 million under the UN medium variant, with both anchored on the 2024 census.
An independent population forecast for The Gambia, out to 2074
The Gambia has no working death-registration system, so its population figures come almost entirely from the UN, and those were set before the first digital census in 2024.
~4.66M by 2074 (4.35 to 4.98M), within 1% of the UN
The four steps from describing your columns to downloading the CSV, and the four checks every batch has to pass.
A synthetic-data engine for finance, from domain rules or from real data
Banks in West Africa hold customer data they are not allowed to share, and for rural borrowers and the informal economy much of it was never collected in the first place. NOVA generates stand-in data two ways.
TSTR 0.92 · 4 checks pass · 7 domains, no source data needed
Ask in plain English and the answer names the Act and section it came from.
RAG chatbot for Gambian law
A question-answering system over 13 Gambian Acts of Parliament. Every answer names the section it came from.
Cites the section, or refuses. 13 Acts, validated before it answers
The scorecard dashboard: portfolio summary with Gini and KS reported on the test book, above the Information Value table that drives feature selection.
Basel II scorecard for West African microfinance
Full credit scoring pipeline: WoE/IV feature selection, logistic regression with Basel II points conversion, Gini/KS/PSI validation, and multi-scenario stress testing. Built on 12,000 synthetic West African microfinance loans.
Gini 0.27 · KS 0.21 on a later-vintage holdout · PSI 0.002 while defaults rose a third
Mentor-driven learning platform with proof-of-work verification
A conversation in place of an application form
A Qur'an that rearranges itself around your question
FX and remittance forecasting for The Gambia
Website and admin CMS for a Gambian property firm
Actuarial risk model for Sub-Saharan Africa