Yongha Kim • Data Scientist
Narrowing Information Gaps &
Polarization through
Frontier Intelligence
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01 / Identity
Who I am
Data Science major at PNU. I design ML Systems integrating sophisticated modeling with seamless deployment. My work transforms Frontier Intelligence into autonomous solutions that bridge social divides.
02 / Skills
Tech Stack
Web
React
TypeScript
Three.js
PHP
Data / ML
Python
R
MySQL
MATLAB
Infra / Ops
n8n
Docker
Linux
03 / Frontier
Selected Projects
04 / Journey
Experience & Awards
Site Optimization & User Feedback: Statistics Korea (KOSIS)
University Presidential Prize: Startup Idea Hackathon
Minister of Education Award: National U300+
Excellence Award: Geumjeong Youth-Con
05 / Proof of Work
Credentials
Engineer Information Processing
Engineer Big Data Analysis
SQLD (SQL Developer)
ADsP (Advanced Data Analytics Semi-Professional)
Network Advisor Lv.2
06 / Philosophy
Values & Ethos
Practice
Social Volunteering: Art therapy and counseling for children from single-parent families
Inclusive Tech: AI-based AAC solution for the speech-impaired (Lemon Aid).
Certified Child & Art Therapy Counselor
Principles
- 01Don't monetize vulnerability.
- 02Leveraging tech to bridge information gaps and reduce polarization.
- 03Design to ease the inevitable suffering that comes with intelligent life.
- 04Prefer win-win systems over zero-sum extraction.
07 / network
People
Team-Lemon Aid
AI-driven AAC solutions for speech disorders, developed in partnership with the Busan Cerebral Palsy Welfare Center, advised by Prof. Hwan-hee Lee.
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Junghwan BaeLeader • Pusan National Univ.Img
Chungho ParkDev • Incheon Univ.Img
Chulhwan BaeResearcher • POSTECH