Built in research labs and on my own.
ÉTS × Boxing Canada2025 – 2026
Real-time biomechanical video analysis for Boxing Canada's Olympic coaching staff: XMem segmentation for fast, occluded footage, fine-tuned pose estimation, and a fourfold latency cut for live feedback.
PyTorch · XMem · OpenCV · Pose estimation
Quminex2026
A UNet diffusion model with localized self-attention that generates synthetic geomagnetic fields, trained on 68,000 GeoTIFF tiles and judged on spatial statistics: RAPS log-MAE 0.080, variogram NMAE 0.158.
PyTorch · Diffusion · rasterio
LiNCS Laboratory, ÉTS2026
Explanations that trace a model's prediction over video, speech and text back through feature extraction to the input that drove it, for classical models and neural networks.
Python · XAI · Multimodal
Open sourceApr 2026
Evolutionary code generation with local LLMs: a program database with checkpoint and resume, staged evaluation, and generated code run in hardened Docker and gVisor sandboxes.
Python · Ollama · Docker · gVisor
Open sourceMar 2026
A real-time 3D dashboard that fuses live aircraft, maritime and satellite telemetry through a Python WebSocket proxy, with LLM-based event classification.
React · TypeScript · Python · WebSockets