Projects & Achievements
A curated selection of academic and personal work spanning AI, Web Development, IoT, and beyond.
Deep Learning
Image Classification
Grade 29/30
Lizard Image Recognition
Deep learning model classifying 7 lizard species via Transfer Learning on EfficientNetV2M. Grade 29/30.
Business Intelligence
Qlik Sense
Olympic Betting Intelligence
Qlik Sense dashboard turning 120 years of Olympic data into betting market insights.
Machine Learning
Predictive Maintenance
Grade 17/20
Car Breakdown Prediction
Predictive maintenance via Stacking Ensemble combining Random Forest and XGBoost. Grade 17/20.
Laravel
Client Project
KVV Rauw — Client Project
Laravel platform for football club KVV Rauw covering team management, users, and order moment planning.
TALL Stack
RBAC System
MyBarracks
Military logistics platform — TALL Stack with RBAC, real-time mission maps, and strict inventory rules.
Lean Validation
2nd Place
MentorMoment
Lean Startup — student-to-mentor matching platform. B2B validated. Awarded 2nd place.
Requirements Analysis
Figma Prototyping
Poutrel — Business Analysis
Requirements analysis and Figma prototyping for a gym reservation platform. Team of 5.
Embedded Systems
MQTT Networking
Smart IoT Garage
Autonomous parking system with QR identification, line-following robots, MQTT sensors, and Grafana monitoring.
Pygame
Team Project
Wingbyte — Digital Platform
Team gaming project — Pygame game with a lore website, game distribution, and community integration.