Build. Ship. Grow.
Build products that
launch your career.
Learn by solving real customer problems alongside experienced mentors. Build production-ready products, strengthen your portfolio, and graduate with the experience employers actually value.
Hands-on Projects
Expert Mentorship
Real-world AI Experience
Career Acceleration
Portfolio that Stands Out
Who it's for
If you're capable and serious, you belong here.
You don't need a specific title. You need the drive to build something real.
Recent graduates
Build production-ready AI projects and stand out in the job market.
Working professionals
Transition into AI through real-world projects and expert mentorship.
Career changers
Switch careers confidently with practical AI experience.
What you'll actually do
Ship a real AI system — start to finish.
No scripted capstone. You take a real problem and carry it all the way to a working product, the same way an industry AI team would.
Research
Research a real problem and scope it like a product team.
Architect
Architect the system and make production trade-offs.
Build
Build and ship to real users — not a notebook demo.
Iterate
Iterate on honest mentor and user feedback until it works.
Production workflow
From capable to production-ready
Test coverage
0%agent.py
def deploy(model):
return pipeline.run()
0 commits this week
main ← feat/eval-harness
Deployed to production
Status: live
What you leave with
Proof, not just a certificate.
Production Portfolio
Genuinely shipped work you can show in any interview — verifiable proof of what you can build.
Engineering Mindset
The judgment that only comes from shipping under real constraints, with real feedback.
Mentor Network
Connections with senior practitioners who've seen your work and can open doors.
Why it works
Tutorials end. Experience compounds.
DolfynAI is built for builders, not benchwarmers.
$ deploy --env=prod
Priya, Staff Engineer
"Your retrieval latency's solid — ship it, then tighten the eval harness."
Ready to build something real?
Join a cohort and ship a production-grade AI system you can put your name on. Cohorts are small and selective.