Project Archive

Multi-model web application for Dutch homework analysis. Uses OpenAI, Anthropic, and Google AI in parallel to analyze homework images, explain grammar rules, and decode Dutch idioms.

MSc Thesis project. Built a Retrieval-Augmented Generation system for Unilever to query internal documents using hybrid search and LLMs.

Data engineering pipeline for Unilever to process and analyze shelf life data, featuring automated ETL and visualization dashboards.

Implementation of the GSALBO (Grid-Initialized Slack Augmented Lagrangian) method. Benchmarked on the COCO framework.

Fast Top-k Closeness Centrality algorithm with sequential experiments for Social Network Analysis course project.

Analyzed Python vulnerabilities in open-source repositories for Computer Software Security course. Data mining and visualization.

Chrome extension displaying real-time translations above YouTube subtitles. Designed for language learners using Google Gemini API.

Implemented Proximal Policy Optimization (PPO) algorithm on CartPole-v1. Analyzed stability and sample efficiency compared to REINFORCE and Actor-Critic.

Developed a hybrid pair-based implicit recommender system for e-commerce using Random Forests, LightGBM, and SVD. Top-10 recall evaluation.

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

Marketing application for mall campaigns allowing real-time updates on ongoing campaigns and events.

Health and wellness API and dashboard designed to help users track weight, fitness, and nutrition.

Foodies community app for sharing recipes. Features recipe upload, community viewing, and AWS S3 image hosting.

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

Designed and developed a disciplinary and homework record management system for Strathmore School.

Website for a gourmet pizza restaurant allowing users to order pizzas, view the menu, and contact the restaurant.