At First Resonance, I deliver production workflows for inventory, parts tracking, inspections, and manufacturing traceability using React, TypeScript, Python, and PostgreSQL.
I built 10+ production React features and reusable components, and designed REST API patterns that reduced duplicated backend logic by 30%. I also own technical design, testing, deployment, and production support for customer-facing features.
I integrated LLM APIs, embeddings, and RAG into manufacturing workflows for AI-assisted analysis of thousands of records, with validation and human-review safeguards. I also implemented selected Go-based services and internal tools, and mentored two junior engineers.
At Middesk, I progressed from software engineering intern to full-time engineer, contributing to full-stack products and production API services. I delivered 18+ React and Vue.js features, built and maintained 8+ Python/Django verification APIs, and contributed to ML workflows that helped reduce manual verification effort by approximately 20%.
