DolfynAI is where capable people develop real, production-grade AI systems end to end — research, architecture, delivery, and genuine feedback — guided through the same process industry teams follow. Less time on tutorials, more time building work that matters.
The program, the projects, and the standards are shaped hand-in-hand with senior engineers and AI practitioners from top technology companies — so what you build reflects how the best teams actually work.
Mentor names & company logos coming soon · Meet the mentors →
The bottleneck isn't the models — it's people who can take AI from a demo to a working system inside real constraints. That's exactly the capability DolfynAI builds. — MIT NANDA, State of AI in Business 2025
Every cohort runs the full arc of real engineering work — the same arc a corporate AI team runs when it takes on something new.
Small batches of capable people, chosen through rigorous evaluation.
Research a real problem, evaluate the tech, decide how to build it.
Build from the ground up in real workflows and deliver to real users.
Real stakeholders, real evaluation, real feedback loops — then improve.
| Traditional course / bootcamp | DolfynAI | |
|---|---|---|
| Format | Pre-recorded videos & modules | Live cohort, real project work |
| What you build | One small capstone | A real, end-to-end AI system |
| Users | None — it's a sandbox | Real business users |
| Feedback | Auto-graded quizzes | Industry mentors & real reviews |
| Selection | Anyone who enrolls | Rigorous evaluation, small batches |
| You leave with | A certificate | Demonstrable production experience |
Rather than train generalists, we develop the specific, hard-to-find capabilities behind the roles companies are working hardest to fill.
Part engineer, part problem-solver — embeds with customers to take frontier AI from demo to production. Palantir, OpenAI, and Anthropic are hiring them fast.
Builds the data and retrieval backbone that makes AI work in production — pipelines, vector databases, embeddings, and governance for LLM apps.
We partner directly with colleges to bring the proving ground to your campus — helping capable students become engineers who've shipped real AI before they graduate.
84% of employers say graduates aren't workforce-ready. We help change that.
Students build production AI for real users, guided by industry mentors.
Aligned to the FDE & AI Data Engineer roles companies can't fill.
If you can already code and you're serious about a real AI career, this is your proving ground.