Business-First Discovery
My approach starts with the business domain, not the technology. I spend time understanding your workflows, your data, and what "done" actually looks like before designing anything. Most of my work involves integrating AI into existing systems - helping teams that already have a product get meaningful AI capabilities without rebuilding from scratch.
Secure and Practical Architecture
My strongest areas are agentic workflow design, RAG pipelines, and LLM integration via secure APIs. I've worked across healthcare and EdTech, and I'm comfortable deploying and managing AI workloads on AWS and GCP.
Iterative Performance Improvement
I'm still learning - every production system teaches me something - but I'm rigorous about getting things right before they go live.