Full-stack Dutch Sign Language learning platform with real-time webcam inference, learning flows, gamified practice, data collection, Azure ML training, and MLOps deployment workflows.

Computer vision and robotics pipeline connecting plant-root segmentation, root-tip coordinates, and simulated OT-2 inoculation. Benchmarks PID and reinforcement-learning control for precision and speed.

Proof-of-concept NLP pipeline for emotion analysis of television dialogue. Combines transcription, optional correction, translation, local RoBERTa classification, and structured CSV output.

Natural-language analytics assistant that turns questions into MySQL queries, result tables, and optional charts. Developed in collaboration with Alternate.nl, with schema-aware prompts and query validation.

Historical market-data dashboard exploring next-day Nasdaq-100 volatility forecasts. Combines a Lasso point forecast with quantile-regression uncertainty estimates and interactive charts.

Streamlit produce-recognition prototype using EfficientNet-B0, simulated weighing, and LIME/Grad-CAM explanations. Combines computer vision experiments with usability research for a supermarket-scale workflow.

Power BI dashboard exploring associations between safe drinking-water access, GDP per capita, and development assistance in Southeast Asia. Combines data preparation, regional comparisons, and interactive analysis.