Projects
Case studies, not screenshots.
Every project here follows the same structure: problem → architecture → decisions & trade-offs → metrics → lessons learned. The parts that matter when a system has to survive production.
Multi-agent architecture for measuring the energy consumption of LLMs based on prompting techniques and context length
Prompt engineering optimizes for answer quality and ignores the energy bill. This multi-agent harness measured 2,700 LLM inferences to put a number on the trade-off.
Python / LangGraph / Anthropic API / Ollama / CodeCarbon / EcoLogits / SQLite / GreenAI
Certification exam simulator with an original question bank
Certification prep leaves you a choice between ten official sample questions and leaked exam dumps. This generates an original, domain-weighted bank from the official guides and drills it with spaced repetition.
Python / FastAPI / SQLite / Pydantic / React 19 / TypeScript / Vite / Gemini API / Anthropic API / Ollama