Projects
Projects
Case studies exploring how research ideas become practical computational solutions.
Every project below is a concrete implementation of one of the research questions driving this work. Scientific Journey explains why I think this way; Geo’s Stories covers how each one actually unfolded. This page shows what got built: each card is an entry point into a full case study covering the problem, methodology, architecture, and what was learned, not just a summary.
- Active Research Featured
Mathematical Modelling of Chlordecone Contamination
A compartmental ODE model of seasonal chlordecone exposure in Guadeloupe, published as a research preprint and deployed as a live decision-support simulation tool.
- R
- Shiny
- ODE Systems
- Compartmental Modelling
- Active · Open Source
DataHut-DuckHouse
A modular, multi-tenant analytics platform built for reproducibility first: the data infrastructure underneath the rest of this research.
- DuckDB
- Apache Iceberg
- Arrow Flight
- dbt
- Active Development
Scientific Assistant
A local-first, multi-agent framework combining symbolic mathematics, numerical methods, and document intelligence for reproducible research.
- Python
- Multi-agent Systems
- RAG
- Symbolic Computation
- Prototype Complete
Medical Triage System
A C++ decision-support tool using a Random Forest model to support pre-triage prioritization in emergency contexts.
- C++
- Random Forest
- Python
- Completed
Geo Portfolio
A Next.js and TypeScript site for presenting data engineering, machine learning, and scientific computing projects.
- Next.js
- TypeScript
- Completed
Sentiment Analysis Pipeline
An NLP pipeline for automated sentiment classification, built as a testbed for text-preprocessing and evaluation methodology.
- Python
- NLP
- Scikit-learn
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