Current focus
Now
A snapshot of what I'm focused on right now. Last updated August 2026.
Learning
- Production ML deployment patterns across Azure and GCP
- Evaluation design for multimodal and time-series models
- Scalable processing for volumetric microscopy data
Current projects
- Improving the gap-junction segmentation and connectomics workflow
- Extending robotic vision from 2D segmentation toward spatial mapping
- Documenting project decisions and results on this portfolio
Job search focus
- Open to Data Scientist, ML Engineer, AI Scientist, and Data Analyst roles
- Based in Toronto; open to U.S. opportunities, relocation, hybrid, and remote work
Recently completed
- Published four detailed project case studies with source and report links
- Containerized the robotic-vision inference service and documented its API