I build backend platforms, AI-assisted products, and automation systems. My work usually sits at the intersection of production engineering, developer workflows, data systems, and practical AI.
Right now my main focus is AI: agents, LLM-powered workflows, internal tools, product copilots, and systems that turn messy context into useful actions. I care about AI that connects to real software, real teams, and real operating constraints.
- AI agents that can plan, call tools, use context, and help teams execute work.
- LLM workflows for task management, knowledge retrieval, automation, and decision support.
- RAG-style systems with embeddings, search, vector databases, and structured context pipelines.
- Product copilots that sit inside real workflows instead of living as isolated chat boxes.
- Evaluation, observability, and feedback loops for AI features after they reach production.
- Practical prompt design, context engineering, and system design around model limitations.
- Backend and platform architecture for high-traffic products.
- APIs, queues, caches, service migrations, and production scaling.
- Data, search, and analytics systems that make operations easier to understand.
- Internal tools that reduce repetitive work and improve team velocity.
- Engineering leadership: team design, ownership, roadmap planning, incident process, and delivery health.
Languages & frameworks
AI & automation
Data & search
Infrastructure
Observability & operations
- Making AI tools useful inside everyday engineering and product workflows.
- Building agentic systems with clear boundaries, reliable actions, and measurable outcomes.
- Connecting LLMs to backend services, databases, queues, search, and internal knowledge.
- Keeping production systems boring while adding smarter automation around them.
- Designing team workflows where AI helps without creating hidden operational risk.
Make the critical path boring. Keep ownership clear. Add observability before panic. Use AI where it removes friction, exposes context, or helps people make better decisions.