Selected projects06 case studies

01

Sign-See2025 - present

Sign-See

A real-time Dutch Sign Language fingerspelling app I co-founded and now lead, owning its design, frontend, and user experience.

Role

Co-founder & product lead · frontend, UI/UX

Field

Frontend · Computer vision · EdTech

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02

HistoPath AI2025

HistoPath AI

A decision-support tool that classifies histopathology tissue, explains its reasoning with Grad-CAM, and was designed and user-tested for clinicians.

Role

Individual project

Field

Computer vision · Medical AI · Human-centered AI

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03

PiCar-X2026

Autonomous Traffic-Aware Robot Car

A Raspberry Pi robot car that follows lanes, reads traffic signs, and takes voice commands to drive a track autonomously.

Role

Team of five · voice control & turn execution

Field

Robotics · Computer vision · Voice

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04

Cancer Genomics2025

Batch Effects in Cancer Genomics

A research project asking whether a model predicting tumor subtype from gene expression learns biology - or merely the hospital that produced the sample.

Role

Individual research project

Field

Bioinformatics · Machine learning · Research

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05

Root Phenotyping2026

Automated Root Phenotyping & Robotic Inoculation

An end-to-end NPEC system that segments roots from Petri-dish images and drives a robot to inoculate them precisely.

Role

Individual project

Field

Computer vision · Robotics · MLOps

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06

Asteroids2025

Asteroids, with a Data Layer

A complete Python Asteroids clone with every play session logged and analyzed in Power BI - a playful project with a real end-to-end loop underneath.

Role

Two-person project

Field

Game development · Data analytics

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