Lawrence Hua

Asurion

• Sole hands-on AI builder on a two-person 0-to-1 innovation team; take ideas from research to working prototype to leadership demo in two-week sprints
• Build custom AI agents, skills, and multi-agent workflows to prototype, test, and ship new AI products daily
• Architect production LLM systems on a vendor-agnostic model stack with human-in-the-loop review

GRUBBRR

• Owned 0-to-1 AI-assisted kiosk onboarding (Square, Clover, Toast), cutting setup time 60% across 100+ merchants; led internal AI enablement
• Shipped Smart Upsell recommendations in ~30 days using multi-source ETL with Apriori/XGBoost, driving a 15% lift over prior logic
• Built OpenClaw automations — multi-agent agent swarms for autonomous QA/dev that cleared 2,000+ JIRA bugs in one weekend — automating work that used to take months

StylePilot

• Owned end-to-end architecture: React Native, FastAPI, PostgreSQL/pgvector, and 4 AI services (Gemini Vision, CLIP, GPT-4o, virtual try-on) on AWS
• Cut AWS spend 85% ($280 to $42/mo) and sped image processing 2.6x at 99.9% uptime; led 5 engineers across 3 time zones to a ~30-day MVP

Expired Solutions, LLC

• Built an end-to-end ML pipeline on 3M+ produce images (YOLO + EfficientNet-B4); shipped an iOS app with on-device CV + LLM verification, cutting quality-check time 50%
• Founded an AI perishables platform (freshness scoring + markdown automation); modeled 20% shrink reduction and $200M+ opportunity; validated via 4 months in-store and 250+ shopper surveys
• McGinnis Venture Competition Finalist; Sandbox Scholar

Motorola Solutions

• Shipped embedded Android features (GPS, messaging, UI) for APX NEXT radios on 15,000+ public-safety devices; built automated ADB test suites (50% faster test-to-deploy)
• Resolved 80+ defects, cutting integration delays 25%; won 1st place at the Motorola Product Hackathon (NFC prototype)

Tutora

• Built an AI tutoring-ops tool (OpenAI, Zoom, Google Sheets, Calendar) automating scheduling, invoicing, and grading; saved 15+ hrs/week, scaled to 90 students
• Designed 100+ adaptive TI-BASIC programs that raised math scores 40%; taught CS, math, and applied AI

Built and launched 30 AI-native web products in 30 days; 50,000+ tracked impressions.

Accepted GenAI prototype + RAG dashboard over unstructured docs, saving 18 hrs/week.

Amazon Mechanical Turk expert reviews of LLM outputs; Hustle Fund Angel Squad — mentoring AI founders on PMF/GTM.

M.S. Information Systems Management — Heinz College

Gerhalt Scholar · McGinnis Venture Competition Finalist

B.S. Computer Science

Cum Laude · 3.65 GPA