Building ML systems that go from research to production. M.Sc. Candidate at PUC Chile.
Santiago, Chile
Featured Projects
UOCT Vehicle Monitoring
Real-time CV pipeline over 50 RTSP cameras. Detection, tracking, and per-lane traffic metrics at 25 FPS.
PythonPyTorchYOLOv11ByteTrack
LUMinCity: Urban Simulation Platform
SaaS for software license distribution and a desktop app connecting a React frontend to a compiled urban simulation solver.
Next.jsTypeScriptElectronPostgreSQL
FUSA-Net: Cross-Modal Music Retrieval
M.Sc. thesis — matching sheet music images to audio recordings using deep learning, without any human-labeled pairs.
PythonPyTorchtransformerscontrastive learning
More projects on GitHub