Senior Software Engineer working end‑to‑end across backend, frontend, infrastructure, and the AI layer — designing LLM features, owning the safety and quality layer around them, and shipping product.
Ambitious, hard‑working, product‑minded. I care about shipping things that hold up — code that's easy to change, models that don't quietly drift, products that earn user trust.
EXPERIENCE
Senior Software Engineer
Symmetrical.ai· — Present·Full‑time
Building an AI‑native product for accountants — end‑to‑end across backend, frontend, infrastructure, and the AI layer.
Designed and shipped production LLM features end‑to‑end — intent classification, structured data extraction, retrieval‑augmented generation (RAG), and content drafting flows.
Built multi‑step agent pipelines on Mastra and the Vercel AI SDK — tool use, strict‑schema outputs, vision‑based document understanding, multi‑tenant vector retrieval.
Owned the safety and quality layer — retrieval grounding, confidence scoring, hard validation gates, drift detection in production.
Optimized the AI stack across OpenAI and Anthropic — prompt engineering, model selection, reasoning‑effort tradeoffs, schema reduction — balancing latency and cost at production scale.
Delivered full‑stack features on TypeScript / GraphQL services and Next.js / React dashboards over multi‑tenant PostgreSQL with fine‑grained authorization via OpenFGA.
Set the engineering bar — security‑focused code review, integration testing against real services, conventions for new domain modules.
Principal Frontend Engineer
Symmetrical.ai· — ·Remote
Scaled the frontend team — hiring, 1:1s, performance reviews, mentorship, career‑growth plans.
Built and owned the company's design system — component library, design tokens, documentation, cross‑team adoption.
