AI Engineering
From Python fundamentals to production LLM systems — RAG, agents, fine-tuning, eval pipelines.
Academy
Start free in the Learn Hub, then go deeper with mentor-led tracks, real-stack projects, and deployment experience.
Tracks
From Python fundamentals to production LLM systems — RAG, agents, fine-tuning, eval pipelines.
Modern web stack with TypeScript, Next.js, Postgres, and ship-ready DX patterns top startups use.
Build production iOS & Android apps with React Native and Expo, end-to-end with native modules.
Docker, Kubernetes, CI/CD, observability, and cost-aware infrastructure on AWS and Vercel.
Design at scale: caching, queues, sharding, consistency — interview-grade and production-ready.
Idea → MVP → launch. Validate, prototype, talk to users, iterate, and ship like a founder.
Outcomes
Verified portfolio
Each project is reviewed and signed by mentors — recruiters see proof, not claims.
AI-native roles
Internships and full-time roles at AI-first startups and frontier labs.
Interview engine
Mock loops, system-design rubrics, and behavioral coaching tied to your roadmap.
Founder runway
Intros to investors, design partners, and YC-backed co-founders inside the network.
Weekly System
Projects
Every track ends with a deployment-ready project — the kind of work that makes interview conversations easy.
Streaming chat UI with conversation memory, tool use, and rate-limited multi-user auth.
1 week build
Upload a resume, get role-fit scoring, gap analysis, and a tailored rewrite.
1 week build
Realtime 1:1 and group chat with delivery receipts, presence, and media upload.
2 weeks build
Live transcription, speaker diarization, action items, and a searchable archive.
2 weeks build
Multi-tenant analytics with billing, RBAC, and self-serve onboarding.
10 days build
Multiplayer cursors, CRDT documents, and presence — like a mini Linear.
2 weeks build
AI Mentor
An AI mentor reviews your code, debugs with you, and adapts your path as you progress.
Senior-engineer feedback on every commit — naming, structure, edge cases, perf.
Paste the trace, get a root-cause walkthrough — not just a copy-pasteable fix.
Adapts the path to your pace and goals, suggests detours when prereqs slip.
Live-coding rounds, system design drills, and behavioral prep with rubric scoring.
FAQ
Working engineers who build real products — every lesson comes from production experience.
Yes. Start free in the Learn Hub, then move into beginner, intermediate, and advanced tracks.
Yes. Every track ends with a deployment-focused project designed to be showcased in interviews.
Mentor Q&A, code reviews, interview prep sessions, and roadmap guidance.
It runs alongside an active engineering studio — every lesson and project is derived from real systems, not hypotheticals.
You'll have a verified portfolio, career-prep sessions, and introductions to our hiring partner network.
Start free today — no signup needed. Open the Learn Hub and write real code in under a minute.