02Professional Experience
Sales Associate & Customer Analytics Project
- Advise customers on skincare/beauty products, promotions, and product selection while supporting fast-paced retail operations
- Analyze in-store customer questions, category demand, and promotion patterns to build segmentation and merchandising recommendations
- Translate frontline customer feedback into category insights for inventory, promotion, and sales-floor decisions
Independent Quantitative Analytics Project
- Built Python/Excel signal engine using Yahoo Finance data and news sentiment to score trend, momentum, volatility, drawdown risk, and portfolio signals; supported +106.77% self-directed return over 15 months
- Automated daily paper-trading workbooks comparing 100 algorithms, narrowing phase two to 60 higher-performing methods with leaderboards, holdings analysis, and algorithm detail
- Generated CSV/JSON outputs and Excel dashboards for top signals, portfolio outlook, news signals, methodology, and checks
- Maintained scheduled paper-trading workflow with market-data checks, automation logs, and daily Excel/markdown summaries
AI Project Manager & Researcher
- Managed 5-8 member teams across 3 AI projects using Python, Azure AI, ML evaluation, and milestone tracking
- Delivered demos across computer vision, RAG, and healthcare AI use cases while balancing scope, deadlines, and stakeholder feedback
Projects Completed:
- AIGO Project: Built camera-integrated produce freshness classifier; model achieved 96.5% accuracy
- Find Me Homes Project: Developed KakaoTalk RAG chatbot to summarize mortgage/rental documents
- Memento Box Project: Created award-winning AI reminiscence therapy system for Alzheimer’s patients; presented at Microsoft AI convention
Reconnaissance Specialist
- Executed reconnaissance and intelligence-gathering missions in the DMZ under high-pressure field conditions
- Led 8+ soldiers as squad leader, communicating field intelligence and mission updates to commanding officers