Lawrence W. Hua

Evaluated and improved AI-generated code and natural language responses for real-world reliability, accuracy, and ethical alignment

Performed high-impact prompt assessments and human-vs-AI demonstrations to enhance large language model performance

Provided expert feedback on model behavior to support the development of safer, more human-aligned AI systems

Contributing human expertise to train and refine the next generation of responsible, high-precision AI systems

Spearheaded AI content roadmap, growing Discord engagement by 30% through automated content workflows using tools like Notion AI and Sora

Created a viral MBTI campaign with 75+ community reactions by designing assets in under 30 mins using prompt engineering

Improved user retention by 20% by running A/B tests and incorporating live feedback into iterative feature releases

Led product strategy for a multimodal AI system that combined Vision AI and a fine-tuned Azure-hosted LLM, unlocking $200M+ in projected value

Shipped a prerelease iOS app that reduced quality check time by 50%, using YOLO for product detection and LLM powered classification

Forecasted a 20% shrink reduction and 50% improvement in markdown sell-through by proposing and pitching an 8-week pilot to Giant Eagle executives

Spent 4 months working in-store as a produce manager to uncover shrink patterns and frontline pain points, directly informing product roadmap

Built AI-powered tools that automated scheduling, invoicing, and grading, saving 15+ hours per week by integrating OpenAI API, Google App Scripts, Excel, and Zoom

Improved math scores by 35% for 50+ students by designing and deploying 100+ TI-BASIC programs tailored to personalized tutoring workflows

Cut produce shrink 1% in 30 days, tripled Flashfoods adoption, doubled Periscope audits, optimized ordering, boosted compliance 80%

Reduced shrink by 1% in produce within 30 days by optimizing markdown execution and inventory rotation strategy

Increased Flashfoods adoption by 300% and Periscope audits by 200%, improving freshness visibility

Optimized ordering decisions using sales trends, weather forecasts, and shrink reports

Owned roadmap, refined 100+ Figma frames (+40% UI usability), prepped GTM and brand alignment

Led roadmap planning and UI design for nonprofit social media platform

Refined 100+ Figma frames, improving UI consistency and usability by 40%

Supported GTM planning for world's first nonprofit social app launch

Prioritized the feature set for a net-new product by translating stakeholder pain points into a clear PRD, resulting in a 3-month prototype

Built a RAG-enabled Generative AI interface in Flask + React that replaced manual analysis, cutting enterprise decision-making time by 26%

Launched an interactive dashboard that enabled senior leadership to identify and prioritize the most critical decision-making pain points

Crafted launch plan, competitor & compliance analysis, delivered final deck

Researched and defined go-to-market strategy for gaming-focused cryptocurrency

Led collaboration across regulatory, technical, and product leads

Created and delivered final presentation to university stakeholders

Built GPS, messaging, and UI features for 15,000+ public safety radios, improving real-time communication reliability for first responders

Cut integration delays by 25% by resolving 80+ firmware and app issues through global debugging and JIRA coordination

Won 1st place in Motorola's internal hackathon by prototyping NFC-based enhancements that sped up push-to-talk response time

Built APX NEXT features, presented end-to-end solutions in virtual agile setting

Developed and updated Android Applications in the APX NEXT device

Learned how to adapt quickly in a completely virtual agile development setting

Created and presented end-to-end solutions for developer applications

Maintained 95% CSAT for 200+ users, built Power Apps asset tracker (-60% errors), led 20-person tech team

Provided IT support and system management for academic labs and research teams

Designed and deployed Microsoft Power Platform app to track 100+ laptops and lab devices

Supervised and trained a 20-person tech team, streamlining onboarding procedures

Handled orders, multi-role duties (barista, cleaner), ensured accurate billing and positive CX

Family-owned restaurant business, started working as an unpaid intern at age 6

Orders taken using Point-of-Sale software to secure communication with the chef

Demonstrated flexibility through a range of jobs such as barista, tip calculator, and dining hall cleaner