Hamdi Bouzidi
Sales instinct. An engineer's curiosity. Easy enough for anyone to follow.
I close deals across three languages, and I build the AI systems that make the next deal easier than the last. Based in Montreal, working toward Forward Deployed Engineering, one working system at a time.
I always try to see systems from a bird's-eye view, which lets me spot patterns invisible to people on the ground.
Track Record
Range
Placing tenants across a portfolio of residential buildings, building the systems behind a high-volume leasing practice.
Sold construction service rentals into industrial accounts, translating operational cost data into ROI.
Door-to-door and direct consumer sales, the fastest possible education in objection handling.
Scouted and developed talent, a different kind of pipeline: finding potential before anyone else sees it.
Advised an early-stage startup on applied AI strategy, for the experience of solving a real problem outside my industry.
An independent music project, ongoing since before any of the above. Same instinct for timing, different room.
Languages
Three native languages, not learned ones, means zero lag between what a client means and what I hear. It's how I've closed deals across Quebec's diverse market and with international, executive-level stakeholders, in whichever language the room is actually thinking in.
Proof of Work
An automated photo pipeline, live in production
Every rental listing needs photos that look professional. I built a system that takes raw phone photos, runs each one through an AI image model with a fixed editing instruction, and hands back a polished, listing-ready image, automatically, in a fraction of the time and cost of doing it by hand.



In Progress
Not yet built. Still being scored. Two ideas currently in motion, shared here exactly as far as they've gotten.
Orizonz
An AI layer that sits across a whole company, its CRM, its documents, its emails, its institutional knowledge, so any employee can just ask a plain question and get a real answer instead of digging through ten tools.
Not a chatbot bolted onto one app. The idea: a system that actually understands how a specific business runs, and helps every decision inside it get a little sharper.
Samiel
A personal AI companion that actually remembers, your conversations, ideas, goals, moments, instead of forgetting everything the second you close the app.
It starts as a place to think out loud. Over time, it starts connecting the dots in your own life for you. Long-term vision: something that eventually exists beside you, in the real world, through AR.