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Jimmy1020119/README.md

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πŸ™‹β€β™‚οΈ About Me

name: Jang Young Choi (Jimmy)
role: Entrepreneurial PM & AI Engineer
education:
  - Kyung Hee University, Computer Engineering Β· Major GPA 4.0/4.0
  - San Jose State University, Silicon Valley Excellence Program (2026)
currently_building:
  - Pertineo β€” AI Career Consulting Platform (1000+ users)
research:
  - KDST Deep Learning Lab β€” Multimodal & Foundation Models
also_active_in:
  - Samsung Galaxy Student Ambassador
  - International Exchange Club (Executive Β· leading 50 members)
languages:
  - πŸ‡°πŸ‡· Korean (Native)
  - πŸ‡ΊπŸ‡Έ English (TOEFL 87)
  - πŸ‡―πŸ‡΅ Japanese (Conversational)

πŸš€ Featured Project β€” Pertineo

Pertineo is an AI Career Consulting Platform that analyzes applicants' personal statements, portfolios, and video data to evaluate three-axis competency: Learning Ability (X) Β· Job Fit (Y) Β· Execution Capability (Z). Built in collaboration with the KHU Career Center, it provides an AI agent that benchmarks users against a database of successful applicants' resumes.

🎯 Impact

  • πŸ₯‡ Grand Prize (1st) β€” KHU Valley Program Startup Camp
  • πŸ‘₯ 1000+ active users acquired
  • πŸš€ Live at pertineo.khu.ac.kr

πŸ› οΈ Stack

OpenAI LangSmith AWS React Node.js


πŸ† Highlights

  • πŸ‡ΊπŸ‡Έ Silicon Valley Excellence Program @ San Jose State University β€” Venture Pitch 1st Prize (smart glasses for the visually impaired)
  • 🎀 CES 2026 β€” On-site AI/ML trend analysis & business strategy
  • 🀝 U.S. Embassy TechCamp 2026 β€” Engaged with experts from SpaceX (former VP), NVIDIA, Google DeepMind on AI Safety & Agentic AI
  • 🌏 Global College Startup Camp 2026, Tokyo β€” Korea-Japan cross-cultural pitching @ Tokyo Innovation Base
  • πŸ”¬ KHUGGLE 2025 (Kaggle) β€” 35% quality & speed improvement via Min-SNR Weighting & x0-prediction on Diffusion Models
  • πŸ€– DevFest @ Google for Startups Campus β€” Built LLM-based Investment Analysis Agent with Google ADK

πŸ› οΈ Tech Stack

Languages & Frameworks
Python C++ React Node.js SQL

AI / ML / Data
PyTorch Hugging Face scikit-learn NumPy Pandas Diffusion

LLM / Agentic Stack
OpenAI LangSmith Google ADK

Cloud / DevOps / Tools
AWS Docker Git Figma Notion Slack


πŸ“Š GitHub Stats





🀝 Connect

Feel free to connect !!




Gmail Pertineo GitHub


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