Matthew Vaishnav
Computational Systems Engineer ( ML / Pathology / Security )
Work
Matthew Vaishnav is a computational systems engineer based in Kitchener who builds machine learning systems and research tools for computational pathology. He is currently building HistoCore, a production-grade PyTorch framework with 1,083 tests, attention-based MIL models, and comprehensive WSI processing pipelines. When he's not coding, he's refining workflows and exploring new ways to build reliable and useful systems.
Bio
2006Born in Ontario, Canada.
2025 to presentStudying Computer Systems Technician at Conestoga College.
2025Built 18-node home lab with Security Onion and pfSense for security research.
2025 to presentBuilding computational pathology tooling and ML pipelines.
2025 to presentDeveloping security detection rules and log analysis tools.
2026 to presentDeveloping agentic coding workflows and infrastructure automation.
I ♥
Art, music, my dog, coffee, and machine learning.