Guardo empowers Canadians to protect the things and people they love most, by amplifying what makes Canada great.

FileSeek locally orchestrates document retrieval, maintaining privacy access while utilizing latest transformer-based breakthroughs.

I’m currently utilizing CAG approaches rather than RAG, for better presence and less need for vector handling.

I was a software lead in Project Regen, a self-organized effort to retrofit an internal-combustion engine with a series hybrid system.

I am a Director of Education at Western AI.

My workshops have included Linear Regression, Explainable AI, Local Inference, and Natural Language Processing.

Music is interesting in that it encourages collaboration and amicableness like nothing else. I’ve been part of music advocacy and charity for 8 years now, starting in high school.

I was part of the first Pangea program, a freelance platform for talented post-secondary students. I worked on data engineering and data analytics for non-profits.