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Showcase of selected projects.
Full-stack applications and research projects and that show my passion for software engineering. Built to deliver real value and learn from each project.
01Shelf Vision
Four stages to tell one shampoo bottle from another: detect, retrieve, rerank, rerank again.
02Qwen-VL for Angiography
Qwen vision tower → vessel masks for Arterio. LoRA+DeepStack Dice 0.758 vs U-Net 0.795
- QW
- +5
03Analysis of HRV Using Mobile Devices and Machine Learning
Research project on ML-driven HRV: CNN & RNN beat detection from mobile ECG/PPG signals.
- +4
04Autonomous Boat Vision
Real-time detection on an NVIDIA Jetson, on a boat, with no connection to anything.
05CORE
Do comments change how an LLM thinks, or just how it writes? We opened the model to find out.
- LF
01/05
Swipe sideways through the reels