AI Engineer at KaiCare.ai shipping secure clinical agent systems. Former US Army Ranger logistics leader, growth equity data scientist (IVP), and energy ML engineer (BP).
- LLM Composition Patterns: A Python library demonstrating structural patterns (cascades, parallel execution, routing, evaluations) for deterministic LLM agent execution.
- First Principles Thinking Skills: Chained agentic skills and system prompts engineered to drive structured first-principles reasoning inside tools like Cursor and Claude Code.
- Search Arena: Deployed comparison interface built to evaluate and benchmark search engine results and retrieval ranking models side-by-side.
- Resume & Job Parsers: Dual NLP matchmaking spaces designed to parse and match candidates to target job descriptions.
- Languages & Web: Python (primary), SQL, TypeScript, JavaScript, Next.js, React, Tailwind CSS
- AI & Agent Ecosystem: LangChain, Hugging Face, Anthropic, OpenAI, Fireworks.ai, Mistral, PyTorch, Google AGY
- Infrastructure & Tools: AWS (primary), Azure, GCP, PostgreSQL, Docker, Cursor, Claude Code
- AI Engineer @ KaiCare.ai: Architecting secure clinical agents optimizing remote patient monitoring (RPM) and chronic care workflows.
- Chapter Lead @ MLOps Community: Coordinating events and co-hosting the Coding Agents Lunch & Learn series.
- Founder @ Lead The Way with AI: Direct engineering consulting, technical stack due diligence, and developer training workshops.
- Website: leadthewaywithai.com
- LinkedIn: linkedin.com/in/leowalker
- Email: [email protected]