Projects
University, personal and learning projects, documented in depth: what was built, how, and what I learned. My professional work at Tesla is under NDA and is not included.
| No. | Project | Field | Year | Status | Open |
|---|---|---|---|---|---|
| 01 |  Vehicle Depreciation PredictorMy bachelor's thesis. A web platform that projects how a vehicle's value will evolve over six years, using a gradient-boosted model trained on 178,000 listings and explaining every prediction with SHAP values.Completed | Machine Learning | 2025 | Completed | |
| 02 |  Real-Time Rock Paper Scissors RecognitionA two-player rock paper scissors game played through a webcam. Each hand is segmented and classified in real time, comparing a classical, explainable vision pipeline with an SVM and a CNN, and bridging the gap from a clean dataset to real scenes.Completed | Computer Vision | 2026 | Completed | |
| 03 |  CandyBotA voice-controlled candy dispenser on a Raspberry Pi. You ask for sweets out loud, a cloud pipeline turns speech into a structured command, and the robot serves the colours and amounts requested. It also sorts its own stock with a camera.Completed | AI and Robotics | 2026 | Completed | |
| 04 |  Mountain Guides PlatformThe website and management platform for a mountain-guiding business. A trilingual public site, a private dashboard with AI-assisted translation and image processing, and SEO work that substantially increased search visibility.Completed | Software Engineering | 2025 | Completed |