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