AI Research Engineer and computational neuroscience researcher. I build real-time AI systems, GPU-optimized inference pipelines, and production ML architectures — the kind of work that lives at the intersection of research and engineering.
My background spans C++ and CUDA at the GPU level, PyTorch for model development, Unreal Engine 5 for real-time AI integration, and the full stack of production ML systems. MSc in Artificial Intelligence, currently pursuing a PhD in computational neuroscience at Concordia University in Montreal.
Light's Consulting exists because I believe the best AI work happens when the person building the system understands both the research paper and the production constraints. No handoffs between a "strategy team" and an "implementation team." The person you talk to is the person who writes the code.
beldjoudi.com → | Based in Quebec, Canada
Section coming soon — in Sam's own words, not a branding consultant's.
What the industry gets wrong, what kind of problems are worth solving, and why a boutique over a big firm.
30-minute discovery call, free. You'll know within the call whether we can help. If we can, you'll have a proposal in 48 hours. If we can't, we'll tell you who can.
Book a Discovery CallLight's Consulting — Quebec, Canada / sam@lightsconsulting.com