Admin AI Assistant (MCP Server)
Rebuilt Shopify AI Sidekick with an open-source MCP server supporting 35 real-world tool integrations for merchants.
AI/ML Engineer architecting agentic systems for decision intelligence, optimizing context management, and building intelligent reasoning engines.

Architecting autonomous agentic workflows for improved intent resolution via chain-of-thought reasoning. Engineering optimized context window management and semantic caching systems.
Optimized search results by 40% through Cosine Similarity tuning. Boosted engagement by 25% via RAG-based recommendations and UI/UX redesign.
Reduced GPT hallucinations by 17% via prompt engineering and Chain-of-Thought techniques. Benchmarked vector-based RAG relevance using Cosine vs. Euclidean distance metrics.
Maintained production SaaS dashboard with React and Firebase. Built OSS Golang Discord mass outreach tool reaching 1,000+ users.
Rebuilt Shopify AI Sidekick with an open-source MCP server supporting 35 real-world tool integrations for merchants.
Built a job-matching Chrome extension with resume ranking, scaled to 50+ paying B2B customers automating GitHub PR workflows.
Won across HackTheNorth, DeltaHacks, HackTheValley, and more. Demonstrated consistent ability to build innovative solutions rapidly.
Research draft on LLM requirement extraction strategies, advancing understanding of AI model optimization techniques.
Interested in collaborations on AI/ML projects, agentic systems, or discussions about LLM optimization and decision intelligence.