// projects
Portfolio projects that get you hired
These are production-shaped systems — the kind companies actually run, not toy notebooks. Each one is a blueprint you can fork, ship, and defend in an interview: real architecture, honest trade-offs, evals, and a deployment story.
RAG Support Assistant
IntermediateAnswer product and documentation questions from your own knowledge base — with citations, not hallucinations.
- Python
- FastAPI
- Postgres + pgvector
- OpenAI
- Redis
Tool-Using Agent
AdvancedAn LLM that plans, calls real tools, remembers context, and stays inside its guardrails.
- Python
- FastAPI
- OpenAI function calling
- Pydantic
- SQLite
LLM Eval & Observability Harness
AdvancedTreat prompts like code — test sets, traces, metrics, and a regression gate in CI.
- Python
- pytest
- OpenTelemetry
- DuckDB
- OpenAI
GenAI API Gateway
AdvancedOne hardened front door for every LLM call — cost caps, rate limits, and prompt-injection defense.
- Python
- FastAPI
- Redis
- Docker
- OpenAI
Production AI Notes
One practical AI engineering email each week
One concept, one architecture, one project idea, and one interview question — written for developers who want to build and ship real AI systems.