Berkeley, California, United States
Software engineer focused on applied AI and full-stack web development. Primary engineer for multiple production systems at GSPP, with a focus on building and optimizing RAG pipelines and LLM-powered tools.
• Designed and built a production RAG chatbot end-to-end in 6 months: document ingestion, chunking, embeddings, vector storage, and retrieval integrated with AWS Bedrock for LLM inference, with a React frontend and Laravel backend.
• Built the embedded React/TypeScript chat widget for a public-facing AI system serving 10,000 daily visitors. Assumed ownership of the Python backend, resolving GPU memory crashes in the Milvus vector database and hardening API security against prompt injection.
• Identified and fixed a bug in the AWS PHP SDK's event stream iterator. PR merged into the official repository
• Led remediation of 10,000+ accessibility violations across GSPP's public website using Siteimprove, achieving WCAG 2.1 AA compliance.
• Built full-stack applications (React, TypeScript, Laravel, Node.js) and API integrations automating workflows for 100+ internal stakeholders.