Profile.
Senior AI Platform Engineer · 8+ yrs · production agentic AI
Senior software engineer with over 8 years of shipping production systems end-to-end. After four years at Freeman leading teams of 3–6 engineers — database design, GraphQL and REST architecture, enterprise authentication — moved from New York City to Minneapolis. 2023–2026: deliberate independent practice compounding toward production agentic AI, from sole-engineer 0→1 civic delivery (Restaurant Passport, 6,066 visitors) through LLM enrichment pipelines (campaign setup in under 15 minutes) to multi-agent systems (six-agent operations platform grounded in a 200+ file corpus). Focus now: agentic mirrors, harness development, loop and context engineering, and LLM application/platform architecture. AI-assisted development used aggressively, with review, testing, and hardening before ship.
Professional songwriting credits with 30+ MTV and VH1 placements — evidence of translating ambiguous creative direction into shipped, audience-facing work.
Personal AI/RAG Workspace (2026). Hybrid “Brain” architecture: SQLite/FTS5/vector storage, KùzuDB graph relationships, OpenAI embeddings, entity extraction, and NotebookLM-style synchronization — GraphRAG and source grounding in practice. Agent workflows across local macOS tools, browser automation, and cloud GPU/serverless endpoints (Modal, RunPod) with durable execution, tool orchestration, verification, and low-noise operations.
Build log.
7 engagements · 2019 to present
AI Systems Consultant
Lundstrum Performing Arts
- Architected a six-agent autonomous operations system with specialized AI agents for marketing, grant writing, donor communications, event coordination, data analytics, and content management.
- Ingested and structured 200+ organizational files (website pages, blog archive, annual report, rehearsal transcripts) into a queryable local corpus grounding AI-assisted grant writing and content strategy.
- Developed custom skills and agentic workflows to generate on-brand UIs and user-facing web applications.
- Delivered a Remotion-based programmatic video pipeline integrated with Higgsfield AI and Luma Labs generative APIs for a live donor fundraising campaign.
- Next.js 15
- React 19
- TypeScript
- Tailwind CSS
- shadcn/ui
- Recharts
- GSAP
- Remotion
- Higgsfield AI
- Luma Labs
- Claude Code
- v0.dev
- Vercel
Senior Software Engineer
Experience Maple Grove
- Sole engineer for a city-backed Restaurant Week platform — architected and shipped a production PWA in 8 weeks across QR check-ins (24-hour token expiry), geofencing validation, real-time leaderboards, raffle mechanics, role-based authentication, and restaurant admin dashboards.
- Drove week-one adoption of 3,557 unique visitors, 12,217 page views, 635 new users, and 399 completed punch cards; grew to 6,066 unique visitors (+445% above projections), 21,744 page views, 1,055 verified sign-ups, and 1.2M requests — 99.99% uptime, zero security incidents.
- Maintained sub-200ms QR validation latency under 100+ concurrent users with PostgreSQL materialized views, Redis caching, and Supabase-backed real-time workflows; platform adopted as reusable City of Maple Grove civic infrastructure.
- Next.js
- TypeScript
- Supabase
- PostgreSQL
- Clerk
- Redis
- Vercel
- Tailwind CSS
- PostHog
Senior Software / AI Engineer
FLS USA
- Engineered AI enrichment pipelines processing 6,000+ B2B records for lead generation, validation, and qualification — structured extraction and intent scoring in Python with OpenAI.
- Built brand extraction and campaign-generation workflows using Firecrawl, Exa API, OpenAI, Vercel AI SDK, and v0.dev.
- Reduced campaign setup from 3 days to 15 minutes through workflow automation and structured generation, enabling non-technical operators to launch campaigns without manual research overhead.
- Python
- TypeScript
- Next.js
- OpenAI SDK
- Vercel AI SDK
- Firecrawl
- Exa API
- v0.dev
- React Email
- Resend
Senior Software / AI Engineer
WinWinX + Agency Underground
- Built AI-assisted brand extraction and context-to-content workflows for marketplace and marketing teams, moving raw inputs into usable campaign-ready assets in under 15 minutes.
- Improved lead quality and targeting accuracy by approximately 20% through data cleanup, enrichment, and workflow automation.
- Productized AI workflows that translated unstructured business context into repeatable outbound and marketplace operations.
- Next.js
- Python
- OpenAI SDK
- Vercel AI SDK
- v0.dev
- React Email
- Resend
Senior Software Engineer
FLYPILOT
- Delivered full-stack consulting across enterprise and premium retail clients including AgileOne, Brookfield Properties, Matsuda Eyewear, and Gentle Monster.
- Led teams of 4–10 remote engineers across roadmap execution, architecture decisions, code quality, and client delivery.
- Consolidated 11 production sites into a unified Next.js monorepo, cutting delivery time by 50% and reducing costs by 75%; improved page performance by 60% for Matsuda Eyewear through rendering and optimization work.
- React
- Next.js
- TypeScript
- Shopify
- Storybook
- Figma
Senior Software Engineer
Knock Inc
- Architected and delivered a modern headless CMS and showcase platform under a short contract timeline, owning implementation and deployment end-to-end as sole engineer; decoupled content management from frontend delivery for editorial flexibility and long-term maintainability.
- Next.js
- TypeScript
- React
- WordPress Headless
- WPGraphQL
Senior Full-Stack Engineer / Platform Lead
Freeman
- Joined as a backend engineer building a GraphQL API to power Amazon Alexa chatbot experiences, establishing schema design and data-access patterns for conversational workloads.
- Promoted to team lead for the company’s mission-critical internal application, overseeing the frontend team and driving delivery on a core business platform.
- Scaffolded several of the application’s initial core database models, laying the data foundation the platform was built on.
- Single-handedly designed and implemented the full authentication and authorization layer governing both internal and external API access.
- Selected as a subject-matter consultant on multiple design-automation proof-of-concepts, advising on approach and feasibility.
- TypeScript
- Node.js
- AWS EC2
- PostgreSQL
- AWS Lambda
- CloudWatch
- Amazon CDK
- GraphQL
- REST
- Okta
- React
Stack.
Core in citron · supporting in graphite
- Python
- TypeScript
- JavaScript
- React
- Next.js
- Node.js
- FastAPI
- Flask
- GraphQL
- REST
- AsyncIO
- Webhooks
- OpenAI
- Anthropic
- AssemblyAI
- Vercel AI SDK
- LangChain / LangGraph
- Langfuse / LangSmith
- RAG / GraphRAG
- pgvector
- Tool calling
- Multi-agent workflows
- Context engineering
- Evals & guardrails
- Closed-loop agent workflows
- Custom MCP servers
- Claude Code
- Cursor
- Codex
- Factory AI
- FastMCP
- Agent playbooks
- Google ADK
- Vertex AI / Gemini
- AWS Bedrock
- A2A / ACP patterns
- OASF-style registries
- PostgreSQL
- Supabase
- Redis
- Neo4j
- KùzuDB
- Vercel
- AWS Lambda
- Amazon CDK
- CloudWatch
- CI/CD
- IaC
- OpenTelemetry
- Sentry
- PostHog
- Storybook
- Turborepo
- WCAG 2.2
- Core Web Vitals
- Clerk
- Okta SSO
- OAuth / OIDC
- RBAC
- GitHub Copilot
- Claude Code
- Codex
- Factory AI
- Cursor
- v0.dev
- Spec-driven development
B.A. Anthropology · University of Minnesota
Minneapolis, MN · 3.8 GPA
Full-Stack Development · Epicodus
Portland, OR
Ruby on Rails Certification · StartUp Institute
New York, NY
Frontend Development · General Assembly
New York, NY
Toolkit.
Daily drivers · editor → shell → agents