Projects

November 2025 · school

Built an AI-enhanced system combining wearable RFID scanning with UWB indoor positioning for Decathlon, enabling real-time shelf-level inventory monitoring and store flow optimization.

June 2025 · school

Implemented a GPT-2 architecture from scratch in PyTorch, then fine-tuned Mistral models on medical conversational and MCQ datasets using LoRA for clinical question answering.

December 2024 · school

Developed probabilistic solar irradiance forecasting models using quantile regression and Bayesian neural networks, producing calibrated 95% prediction intervals from webcam imagery and meteorological data.

July 2024 · school

Designed and built LLACE, a full-stack platform for managing the lifecycle of AI models in healthcare research, from project organization and model versioning to deployment, built in collaboration with UMCG.

February 2026 · personal

This site, a content-driven portfolio built with Next.js 16, MDX, and Tailwind CSS. Statically generated, fast, and designed to showcase projects with rich media and interactive components.

November 2025 · personal

AI-powered presentation analysis tool with voice cloning: upload a video, get delivery feedback, confidence scoring, and an improved version in your own voice. Built at LauzHack 2025, winning 3rd place overall and 2nd in the Huawei Challenge.

June 2025 · personal

A full-stack tutoring platform with AI-generated questions tailored to each student's syllabus and weak areas, progress tracking for tutors, and adaptive practice with spaced repetition.

March 2024 · school

Source localization and inspection with miniaturized robotic swarms, using gradient descent and variable niching strategies. Part of the Honours Programme at the University of Groningen.

December 2023 · school

Implemented a Deep Q-Network agent that learns to drive autonomously in OpenAI's CarRacing-v2 environment, combining deep learning with reinforcement learning for continuous visual control.

December 2022 · school

Built a modular Java stock-market simulator where 25 autonomous bots trade 11 stocks through a client-server message queue, with a live browser dashboard for market and portfolio data.