Technical Expertise & Approach

I specialize in architecting and implementing AI systems that solve complex business challenges. My work includes building Naami (AI storyboard application), developing VisiData and Libvips MCP servers for large data handling, and creating real-time call assistants with Twilio integration and data vectorization.

  • End-to-end LLM application development and deployment
  • RAG system architecture with vector databases and semantic search
  • AI agent frameworks and MCP (Model Context Protocol) tooling
  • Real-time voice AI and conversational interface implementation
  • Custom AI pipeline development and API integration

Serving Ontario Businesses

Based in the heart of Ontario's tech corridor, I work with businesses across:

Greater Toronto Area (GTA)Waterloo RegionCambridgeKitchenerGuelph

Recent Projects

Naami - AI-powered storyboard application for children's content
MCP Servers - VisiData and Libvips integration for LLM data processing
Real-time Call Assistant - Twilio + LLM + Vector DB integration

Discuss Your AI Project

Let's explore how AI can address your specific technical requirements and business objectives.