Project archive

Multi-model web app for Dutch homework. Runs OpenAI, Anthropic and Gemini in parallel to analyse homework images, explain grammar rules and decode Dutch idioms.

• Next.js
• FastAPI
• OpenAI
• Anthropic
• Gemini

MSc thesis project with Unilever. A retrieval-augmented generation system for querying internal documents with hybrid search and LLMs.

• Python
• LangChain
• FAISS
• Streamlit

Data pipeline for Unilever that processes and analyses shelf-life data, with automated ETL and visualisation dashboards.

• Python
• Pandas
• NLTK
• Matplotlib

Implementation of GSALBO (Grid-Initialized Slack Augmented Lagrangian Bayesian Optimization), benchmarked on the COCO framework.

• Python
• BoTorch
• C
• COCO

Fast top-k closeness centrality algorithm with sequential experiments, built for a Social Network Analysis course.

• Python
• NetworkX
• Pandas
• NumPy

Mined and visualised Python vulnerabilities across open-source repositories for a Computer Software Security course.

• Python
• Pandas
• SQLAlchemy
• GitPython

Chrome extension that shows real-time translations above YouTube subtitles, designed for language learners and powered by the Gemini API.

• JavaScript
• Chrome Extension
• Gemini

Proximal Policy Optimization on CartPole-v1, comparing stability and sample efficiency against REINFORCE and Actor-Critic.

• Python
• PyTorch
• Gym

Pair-based implicit recommender framed as classification over engineered user–item features with Random Forest, LightGBM and SVD. Evaluated on Recall@10.

• Python
• LightGBM
• Random Forest
• SVD

On-chain multiplayer puzzle game powered by AI prompts. Stake assets, earn NFTs and solve puzzles together in real time. Built at ETHGlobal.

• Next.js
• Web3
• Supabase

Marketing app for mall campaigns with real-time updates on ongoing campaigns and events.

• Flutter
• Firebase
• Agile

Health and wellness API and dashboard for tracking weight, fitness and nutrition.

• React
• Express
• MongoDB
• Node.js

Community app for foodies to share recipes, with recipe uploads and image hosting on AWS S3.

• Next.js
• TypeScript
• AWS S3

E-learning platform giving underprivileged students free access to course material, textbooks and quizzes.

• Laravel
• PHP
• Tailwind CSS

Disciplinary and homework record management system designed and built for Strathmore School.

• Laravel
• PHP
• Figma

Website for a gourmet pizza restaurant: browse the menu, order pizzas and contact the restaurant.

• React
• Netlify
• Figma