I build end-to-end solutions across ML, vision, and embedded platforms—focused on real-world impact: safer forests, better hardware, and smarter tools.
YOLOv10 IR+RGB pipeline on DJI Matrice 4TD with Dock automation and Jetson Orin edge inference.
Inspection for CERN CMS HGCAL tileboards, with robust stitching & anomaly detection.
Rotations at MiGenTra & NIOF: QC/QA workflows, chromatography/spectroscopy data handling.
Deployable pipelines on constrained hardware with measured latency and reliability.
Containerized builds, CI, reproducible experiments, and clear READMEs.
From mAP and FPS to field-tested false alarms—optimize for outcomes, not just benchmarks.
Email me or connect—include context, timelines, and constraints if you can.