Feb 2023 - Present
Remote, US
Restb.ai
Senior Software Engineer
Own frontend architecture and full-stack delivery for an AI property intelligence platform supporting enterprise search, analytics, and image intelligence workflows.
- Built AI-powered search and conversational experiences for exploring millions of property images and AI-generated metadata through natural language.
- Designed LLM-assisted workflows using RAG, semantic retrieval, structured responses, and streaming interfaces for business users.
- Integrated React applications with Node.js APIs, embedding-based retrieval, and vector search across large image datasets.
- Architected React and TypeScript applications supporting 10K+ results per query and 100K+ assets using virtualization, caching, progressive loading, and rendering optimization.
- Improved application performance by approximately 40% through React optimization, code splitting, lazy loading, bundle analysis, and browser profiling.
- Reduced perceived AI response latency by approximately 50% through streaming responses and incremental UI rendering.
- Established React Query data architecture using caching, API optimization, production monitoring, and automated testing practices.
React / TypeScript / Node.js / RAG / Vector search / React Query