Software Developer
Software developer building backend systems, fullstack applications, and AI/ML pipelines.
About
I build across the stack -- backend services, fullstack applications, and AI/ML systems -- with a focus on getting things into production cleanly.
My recent work spans RAG pipelines and LLM agents, REST APIs and cloud deployments, and end-to-end web applications.
I hold a master's degree in computer science from the University of California, Riverside.
What I optimize for
Simple interfaces, reliable pipelines, and maintainable implementation.
How I work
Clear systems and steady iteration.
Skills
Backend, fullstack, and AI/ML -- with a focus on production delivery.
Languages & Frameworks
AI & Data Systems
Infrastructure & Delivery
Selected Work
A mix of public projects, research, and production systems with real operational constraints.
Featured project
A multi-modal AI storytelling system that turns children's drawings into narrated stories using EfficientNet-B0 for classification, Phi-3 or GPT for generation, and Coqui XTTS v2 for voice cloning.
An interpretability project for LiquidAI/LFM2.5-1.2B-Instruct focused on refusal directions, weight orthogonalization, and inference-time intervention using manual PyTorch hooks.
A real-time collaborative site built with SvelteKit 5, Cloudflare Workers, Durable Objects, KV-backed analytics, and a custom Vite markdown pipeline.
More Work
A FastAPI service that syncs Rethink BH appointment and authorization data to Supabase in real time using authenticated API extraction.
A RAG pipeline using LangChain, OpenAI embeddings, and Qdrant for retrieval-augmented generation with prompt hardening, source attribution, and a full test suite.
An LLM agent that automates HIPAA document release workflows -- extracting, validating, and routing requests to reduce manual processing.