About
I build AI systems end to end — from retrieval and agent orchestration to evaluation, observability, tool interfaces, and developer workflows. My recent work focuses on production-minded LLM applications, multimodal agents, MCP infrastructure, and resource-efficient language models.
I like taking ambiguous problems, turning them into working systems, and then making the systems easier to inspect, evaluate, and improve.
Open Source
Independent Open-Source Contributor — Agenta AI
Contributed fixes and improvements to Agenta, an open-source platform for building agents and automations.
Course Reviewer — Towards AI Academy, Agent Engineering
Reviewed Agent Engineering course material, suggesting code fixes and content improvements with a focus on practical, production-oriented agent engineering.
Current Focus
Efficient language-model inference
ResearchExploring architectural modifications for resource-constrained deployment, including attention redesign and knowledge distillation.
On-device AI
Early researchInvestigating small language models for mobile deployment, including next-word prediction on Android hardware.
Agent systems & tooling
ActiveBuilding frameworks, MCP servers, and observability infrastructure for production agent workflows.