The back room

Welcome to the stacks.

Everything I am happy to show, filed by kind. Pick a drawer.

Projects: 10
Drawers: 5
Years: 2021–2026
Live demos: 6

01 / Products · 2023 →
Afrik Delices
Founder-built product
A culinary product connecting people with authentic African recipes across web and mobile.
- Product
- Mobile
- AI
- See it live — Afrik Delices (opens in a new tab)
02 / AI agents · 2025
Ariadne AI
Agentic system
A multi-agent career platform that turns a job search into a controlled workflow instead of a string of disconnected prompts.
- LangGraph
- Multi-agent
- Human-in-the-loop
- See it live — Ariadne AI (opens in a new tab)
03 / AI agents · 2025
StudentHub
Grounded AI
An academic assistant that answers from course material, cites its sources and turns documents into quizzes.
- RAG
- PDF processing
- Citations
- See it live — StudentHub (opens in a new tab)
04 / ML & MLOps · 2025
MLOps Fraud Detection
Production ML
An anomaly model taken beyond the notebook: tracked experiments, containerised inference, automated delivery.
- XGBoost
- FastAPI
- Docker
- CI/CD
- Read the code — MLOps Fraud Detection (opens in a new tab)
05 / Research · 2022 – 2023
Speech representations for low-resource languages
Master's research
Self-supervised, multilingual speech representation learning for languages with little labelled data.
- Self-supervised
- Speech
- Multilingual
- Springer · CRI 2023 — Speech representations for low-resource languages (opens in a new tab)
- ARIMA journal — Speech representations for low-resource languages (opens in a new tab)
06 / Research · 2026
Reinforcement learning & explainability
Research internship
Reproducible RL experiments with explainability, built with production constraints in mind.
- TorchRL
- XAI
- Python
07 / Products · 2025
Vente Pro
Business software
Sales operations software spanning APIs, relational data, object storage and automated delivery.
- FastAPI
- PostgreSQL
- CI/CD
- See it live — Vente Pro (opens in a new tab)
08 / Products · 2021 – 2025
VALIDE
EdTech platform
An education platform pairing academic resources with AI-assisted learning.
- Full-stack
- AI
- Education
- See it live — VALIDE (opens in a new tab)
09 / ML & MLOps · 2024
Client Segmentation
Applied ML
An unsupervised pipeline that turns purchase behaviour into customer segments a human can actually read.
- Python
- PCA
- K-Means
- Read the code — Client Segmentation (opens in a new tab)
10 / Client work · 2025
Favero BTP
Client delivery
A bilingual company website with localised content, project storytelling and a direct quote flow.
- Next.js
- i18n
- Tailwind CSS
- See it live — Favero BTP (opens in a new tab)