Portfolio Projects

Build Real Projects
Ship to Production

5 comprehensive capstone projects that demonstrate your AI engineering skills.
Each project is production-ready and portfolio-worthy.

Step-by-step guides
Multiple deployment options
Automated validation
🤖

Production RAG Chatbot

RAG Systems

Intermediate

Build a production-ready RAG chatbot with vector search, reranking, and cost optimization. Deploy with real-time streaming responses.

⏱️8-10 hours
500 XP

What You'll Learn

Vector embeddingsSemantic searchRerankingQuery optimizationCost tracking

Tech Stack

Next.jsPineconeOpenAIVercel

Deploy To

🚀Vercel🚀AWS🚀Local Docker
View Project Details →
🤝

Multi-Agent Research Assistant

AI Agents

Advanced

Create a supervisor-worker multi-agent system that can research topics, synthesize information, and generate reports autonomously.

⏱️10-12 hours
600 XP

What You'll Learn

Agent orchestrationTool callingMulti-step planningError handlingState management

Tech Stack

PythonLangChainFastAPIDocker

Deploy To

🚀Railway🚀AWS ECS🚀Local
View Project Details →
📊

Custom Evaluation Framework

Testing & Evaluation

Advanced

Build a comprehensive eval framework with multiple metrics, automated regression testing, and beautiful reporting dashboards.

⏱️6-8 hours
450 XP

What You'll Learn

Metric designStatistical analysisLLM-as-judgeData visualizationCI/CD integration

Tech Stack

PythonPandasPlotlyGitHub Actions

Deploy To

🚀GitHub Pages🚀Streamlit Cloud🚀Local
View Project Details →

AI-Powered Prompt Optimizer

LLM Fundamentals

Beginner

Build a tool that automatically optimizes prompts using A/B testing, chain-of-thought, and few-shot examples.

⏱️4-6 hours
400 XP

What You'll Learn

Prompt engineeringA/B testingResponse parsingVersion controlAnalytics

Tech Stack

Next.jsOpenAISupabaseVercel

Deploy To

🚀Vercel🚀Netlify🚀Local
View Project Details →

Personal AI Dev Assistant

Developer Tools

Intermediate

Create a CLI tool that helps you code faster with context-aware suggestions, code review, and documentation generation.

⏱️5-7 hours
400 XP

What You'll Learn

CLI developmentCode analysisGit integrationTemplate generationAutomation

Tech Stack

Node.jsCommander.jsAnthropic APInpm

Deploy To

🚀npm package🚀Local install
View Project Details →

Ready to Build?

Sign up to track your progress and deploy your projects

Start Building