Product engineering and AI consulting
I’m Sahil Dawka, a product engineer based in Montréal. I help founders and teams make useful software—from deciding what to build to getting it into people’s hands.
Available for freelance product engineering and technical consulting.
Talk about your projectWays I can help
Product engineering
Turn an idea or a stuck product into a clear, working system with the right technical foundations.
Applied AI
Build AI features with human oversight, useful feedback loops, and a path to learning from real use.
Technical consulting
Clarify the product problem, evaluate the system behind it, and choose the next work that will matter.
How we work together
- Start with the problem. We make the user, the outcome, and the constraints concrete.
- Choose an approach. I turn that understanding into a product and technical approach your team can act on.
- Build and learn. We ship, observe what happens, and refine the system with evidence.
Selected work
studyusConnecting course concepts, practice, and deadlines to recommend what to study next.DAWKADocuments with an ongoing purpose: scheduled research, cited updates, and control over what changes.
I also wrote about what education technology should actually improve.