512.7M tokens · 45 agents 2m ago
Senior Full Stack AI Engineer with 8+ years across TypeScript, React, Node.js, and AWS. I build production AI systems (LLM pipelines, RAG, structured outputs) on top of full-stack platforms, with attention to grounding, evaluation, and where models break. My linguistics background shapes how I design context: scope, structure, and failure-mode analysis before prompts are written.
SKILLS
AI:AI agent systems, LLM orchestration, RAG (embeddings, vector search), structured outputs, MCP, evals, context engineering, guardrails, Claude, OpenAI, AWS Bedrock
Backend:Node.js, Python, AWS, IaC, PostgreSQL, GraphQL, REST, Docker, serverless, CI/CD
Frontend:React, Next.js, React Native, TypeScript, Tailwind CSS, streaming UIs, voice interfaces, design systems, accessibility (WCAG)
EXPERIENCE
Primum · Senior Full Stack Engineer
Jan 2025 - Present
- Built the frontend for a Claude-powered AI platform serving clinical oncology, with structured outputs and real-time multi-expert review interfaces.
- Shipped features across multi-stage AI pipelines: durable workflow orchestration, MCP tool use, and structured clinical data extraction.
- Designed and implemented AI infrastructure: Bedrock-backed inference, prompt management, grounded retrieval from medical literature (RAG), and guardrails for clinical accuracy.
Primum · Full Stack Engineer
Jul 2023 - Jan 2025
Founding engineer; built web and React Native mobile platform for oncology curbside consults and clinician education, connecting providers with subspecialists for timely clinical input.
- Architected AWS platform (Bedrock, ECS, Lambda, Aurora, Cognito, AppConfig) from the ground up with IaC.
- Built developer infrastructure: PR preview environments with dynamic DNS and automatic cleanup.
- Built cross-platform product UI in React Native and React (iOS, Android, web) with TypeScript, Tailwind, and a shared component library across 100+ components.
- Designed federated auth (Cognito, Google OAuth) and built core product features: inquiry submission, expert directory with search, and community platform.
- Built developer CLI with MFA authentication, secure database tunneling, and role-based access.
Aperian · Software Engineer (Contract)
Apr 2023 - Jun 2023
- Built AI-driven conversational interface for a cross-cultural learning platform using TypeScript, Node.js, and OpenAI APIs.
- Applied context engineering: prompt patterns that ground chat responses in domain-specific learning content.
Sparkbox · Software Engineer
Jul 2018 - Feb 2023
Built and maintained large-scale web platforms and design systems for Adobe, Gap, and P&G.
- Rebuilt Adobe Spectrum CSS design system, migrating to a token-driven architecture with Style Dictionary and CSS custom properties; system used by thousands of Adobe product developers.
- Built serverless APIs and optimized ecommerce micro frontends for high-traffic retail platforms.
- Drove accessibility standards, CI/CD practices, and design-system adoption across distributed client engagements.
EDUCATION
M.A. Linguistics, University of Colorado
May 2015
B.A. English, Northern State University
Aug 2013