Engineered Sammy 3, a real-time AI success agent with WebRTC screen sharing, AV, and contextual UI navigation.

Built Hoard Agents to crawl UIs with Puppeteer/Playwright, generating navigable graph maps for automation.

Delivered AI onboarding video generation with FFmpeg, OpenAI APIs, AWS Lambda, and S3.

Created debugging + prompt tracing tooling in Next.js, PostgreSQL, and tRPC to accelerate iteration 3x.

Shipped semantic memory engine improvements for scoring, dedupe, and feedback-driven relevance.

Co-built quoting and sourcing platform with LLM-driven agents and structured memory.

Launched FastAPI + Supabase backend to parse plans, extract BOMs, and automate takeoffs in real time.

Raised $125K+ in startup credits from Microsoft, Stripe, Western Accelerator, and Ripple Ventures.

Identified positive arbitrage between primary and alternate markets to maximize returns.

Automated betting strategies with data-driven execution, increasing throughput by 40%.

Developed FastAPI REST APIs for ERP workflows, trimming response latency by ~20%.

Integrated Redis and Celery for async pipelines, unlocking higher throughput under load.

Designed PostgreSQL schemas and migration-safe queries for multi-tenant SaaS logic.

Processed 10K+ spike-train recordings to uncover neural activity patterns in rodent data.

Optimized signal processing pipelines, improving efficiency by 7%.

Partnered with researchers to surface neural coding patterns for ongoing studies.

Led 12-person team to launch outreach programs, closing $20K+ in sponsorships and grants.