Hey there! 👋
I build software for AI innovators around the world.

Currently, I ship reliable LLM tools for clients fast with talktweak custom, and consult with clients to build LLM applications with cutting-edge agentic capabilities. I also build tools for the public at talktweak and refile.

Global Impact

Software built by me is used all across the world, from students at ivy league universities, to AI startups, stock exchanges and political research institutes.

46+
Client AI projects
50,000+
Users
94,000+
Processes automated
"The first time I played around with AIs, I felt a sense of freedom. Writing quotes, replying to emails, routine code logic - all the chores could be automated away. I discovered a profound sense of agency. Suddenly, I had the leverage to accomplish what once required entire teams. My mission is to empower as many people, companies and institutions as possible to feel the same."

Expertise

Deep technical knowledge across the AI development stack, from LLM integrations and custom chat interfaces to full-stack applications and cloud infrastructure.

Technical Capabilities

  • TypingMind, OpenWebUI, MCP (model context protocol), custom chat UIs
  • Function Calling, Tools/Plugins across LLMs (file generation, web access, deep research)
  • RAG / Embeddings (retrieval augmented generation) and MAG (model assisted generation)
  • LLM output consistency, debugging, quality control (create evals, analyze HTTP traffic)
  • n8n automation, AI-powered
  • LangChain
  • Full-Stack JavaScript development (React)
  • Serverless, Vercel, Azure, Cloudflare

Projects We Could Pull Off

  • Custom AI chat interfaces with advanced RAG capabilities
  • LLM-powered automation workflows for business processes
  • AI content generation tools with quality control systems
  • Intelligent document processing and analysis platforms
  • Multi-model AI applications with function calling