Build · Demo · Get hired

Projects you can actually ship

12 blueprints with architecture, hour-by-hour plans, and interview talking points. Pick a level. Open a build. Leave with something that belongs on a resume.

Builds

Guided hours

~401h

Levels

First win

01Start here

Beginner

AI Resume Reviewer

Build an AI-powered resume analyzer that scores resumes, suggests improvements, and tailors feedback for specific job descriptions.

PDF resume parsing
ATS score calculation
Job description matching
Improvement suggestions

PythonOpenAI APIFastAPIReact

8h buildPhase 3

Open blueprint

Beginner

Ship your first AI apps — RAG, APIs, and a UI you can demo.

2 projects

Beginner

PDF Chat

Upload PDFs and chat with their contents using RAG — the quintessential LLM engineering project.

PythonLangChainChromaDBStreamlit

6h buildPhase 3

Open blueprint

Intermediate

Wire search, protocols, and real integrations.

2 projects

Intermediate

Enterprise Chatbot

Production-grade RAG chatbot with hybrid search, re-ranking, and evaluation metrics for enterprise knowledge bases.

PythonLangChainPineconeFastAPI+1

20h buildPhase 4

Open blueprint

Intermediate

GitHub MCP Server

Build an MCP server that exposes GitHub repositories, issues, and PRs as tools for AI agents.

TypeScriptMCP SDKGitHub API

12h buildPhase 7

Open blueprint

Advanced

Agents, voice, and multi-agent systems that plan and act.

3 projects

Advanced

AI Coding Agent

An autonomous coding agent that reads codebases, plans changes, writes code, runs tests, and self-corrects.

PythonLangGraphOpenAIDocker+1

40h buildPhase 5

Open blueprint

Advanced

AI Customer Support

Multi-agent customer support system with escalation, sentiment analysis, and knowledge base integration.

PythonCrewAILangGraphPostgreSQL+1

50h buildPhase 10

Open blueprint

Advanced

AI Interview Coach

Voice-enabled interview practice agent with real-time feedback, scoring, and personalized improvement plans.

PythonOpenAI Realtime APIWhisperReact

35h buildPhase 10

Open blueprint

Production

Observability, gateways, Kubernetes, multi-tenant SaaS.

5 projects

Production

Production AI Platform

Full observability stack for AI applications — tracing, evaluation, prompt versioning, and cost monitoring.

PythonLangSmithPrometheusGrafana+1

60h buildPhase 8

Open blueprint

Production

AI Gateway Router

Production LLM gateway with intelligent routing, semantic caching, rate limiting, and fallback chains across multiple model providers.

PythonFastAPIRedisOpenAI+2

45h buildPhase 8

Open blueprint

Production

RAG Eval CI Pipeline

RAG application with golden evaluation datasets integrated into CI/CD — block merges when retrieval or answer quality regresses.

PythonLangChainRAGASGitHub Actions+1

35h buildPhase 4

Open blueprint

Production

Multi-Tenant AI Backend

SaaS AI backend with strict tenant isolation for vector stores, databases, API keys, and per-tenant configuration.

PythonFastAPIPostgreSQLPinecone+2

50h buildPhase 8

Open blueprint

Production

K8s Agent Deployment

Deploy AI agents on Kubernetes with Helm charts, horizontal pod autoscaling, health probes, and zero-downtime rollouts.

PythonKubernetesHelmDocker+2

40h buildPhase 9

Open blueprint