PROJECTS
A selection of product work, systems, and case studies ― spanning original builds and internship projects. Some are shipped, some are currently in progress. All reflect how I think, build, and learn. Click on any project to read the full story.
Project Index
Status: Pilot Complete
Role: Solo Builder / Data & AI Engineer
Focus: Deterministic ETL, evidence-layer retrieval (RAG), natural-language analytics over financial data
Responsibilities: End-to-end pipeline architecture, Postgres + pgvector schema design, vintage-aware plan-vs-actual data modeling, vision-based document transcription, event-driven ingestion automation, validation gating and spot-check testing
Skills: Python (openpyxl, pymupdf), Postgres/pgvector, Supabase, Claude API + MCP, Voyage embeddings, ETL orchestration, Claude Code
Status: Shipped / Handed off to a commerce team
Role: Solo Builder / Product & AI Engineer
Focus: Multi-agent pipelines, conversion auditing, AI-generated redesigns, sales enablement
Responsibilities: Four-stage Managed Agents pipeline (crawl, audit, design, report) chained by files, Node orchestration with no manual handoffs, Next.js app with approval gates between stages, self-correcting audit (the design stage checks findings against live markup and drops false ones before they reach the merchant), public archive of completed runs, end-to-end runs on four live storefronts at about $9 per run, handoff docs and a team walkthrough
Skills: Claude Managed Agents (Anthropic API), ant CLI, Node.js, Next.js, Vercel, Claude Design, Claude Code, prompt iteration on agent output quality
Status: Finalist / Dream AI Hackathon 2026
Role: Agent & Orchestration Lead (team of 4)
Focus: Multi-agent orchestration, voice AI, deterministic booking and payment logic
Responsibilities: Two Claude Managed Agents (business crawl, per-call brief writer), refill engine for waitlist calling, availability checks, booking, and fee waivers, API routes, end-to-end scenario testing and live QA, customer validation that drove the final pivot, live demo on stage
Skills: TypeScript, NestJS, Claude Managed Agents (Anthropic API), ElevenLabs Agents, Claude Code, Git team workflow, rapid customer validation
Status: 3 sites built
Role: Co-founder / Web & Brand Builder
Focus: Productized services, brand identity, config-driven web systems
Responsibilities: End-to-end site builds, design system and template architecture, client intake and handoff playbook, demo portfolio (5 concept builds)
Skills: Product packaging, brand design, Claude Code + Claude Design workflows, go-to-market design, working with a non-technical co-founder
Status: v1 Complete
Role: Founder / Systems Builder
Focus: AI agents, memory & context design, human-in-the-loop autonomy
Responsibilities: System architecture, protocol design, safety & permission boundaries, evaluation of agent behavior
Skills: Agent orchestration, context engineering, workflow automation, privacy-first system design, Claude Code
Status: Paused Sept 2026 · Updated Oct 2026.
Role: Founder / Product Builder
Focus: AI, behavioral design, systems thinking
Responsibilities: Product vision, system design, iteration
Skills: Product strategy, AI workflows, system thinking
Status: Shipped
Role: Product Manager Analyst
Focus: Competitive intelligence, enablement systems
Responsibilities: User research, synthesis, product recommendations
Skills: Stakeholder alignment, product thinking, data synthesis
Status: Shipped
Role: Product Management Intern
Focus: AI’s impact on learning and exam preparation
Methods: User interviews, surveys, synthesis
Skills: User research, insight generation, product framing
Status: Active/Ongoing
Purpose: Accelerate learning, increase productivity and de-risk core product decisions
Scope: AI agents, automation workflows, system prototypes
Themes: Orchestration, feedback loops, reliability
Outcome: Insights applied to shipped and in-progress products
Status: Shipped
Role: Market Research Extern
Client: Beats by Dr. Dre
Focus: Gen Z perceptions, usage patterns, purchase drivers for wireless speakers
Methods: Semi-structured interviews (30–40 min), qualitative synthesis
Skills: User research, insight synthesis, product framing, consumer analysis