resume

Bachelor of Science in Electrical Engineering

• GPA
  • 4.02/4.5 - Cum Laude
• Relevant Coursework
  • Data Structures and Algorithms
  • Databases
  • Internet Programming
  • C/C++ Programming
  • Fundamentals of Data Science
  • Computational Thinking
• Thesis
  • Distilled Model Soups

Korean Language Course

• Achievements
  • Test of Proficiency in Korean (TOPIK): 5/6
  • Bypassed Intermediate Level 3 and advancing directly to Advanced Level 2
  • Won 3 best student awards
• Activities
  • Class President of the 2018 Global Korea Scholars

Bachelor of Science in Electrical Engineering

• GPA
  • 4.3/5 (One semester)
• Activities
  • Unified Class President representing the Electrical, Telecommunications, and Computer Engineering departments in my inaugural year

Technical Founder

• Building privacy-first AI video learning platform
• Universal video platform integration
• Chrome extension development with Manifest V3
• Local-first architecture with Obsidian integration
• 45+ language support with cultural adaptations
• Technologies
  • Frontend: Next.js 15, React 19, TypeScript, Lexical Editor
  • Backend: Python FastAPI, LangGraph, Docker, PostgreSQL
  • AI/ML: Multi-modal processing, real-time transcription
  • Browser: Chrome Extension APIs, File System Access API

Technical Lead (Freelance)

• Architecting Textutor AI essay correction platform
• GPT-4 integration with function calling
• Multi-language processing (5 languages)
• Real-time collaborative editing with Yjs
• Processing 1000+ daily submissions
• Technologies
  • AI/ML: OpenAI GPT-4, Google Gemini, LanguageTool
  • Frontend: Next.js 15, React 19, TypeScript
  • Backend: FastAPI, PostgreSQL, Yjs

Principal AI Engineer / Technical Lead

• Pioneered Auto Notes System (60% cost optimization)
• Led Smart Live Text development (25% premium subscription increase)
• Built AI Sliddy chatbot and Universal Export system
• Developed multi-agent transcript correction systems
• YouTube URL extractor and remote capture innovations
• Key Technologies
  • AI/ML: GPT-4, Claude, LangChain, LangGraph, Pinecone
  • Frontend: React, Next.js, TypeScript, Redux
  • Backend: Python, Node.js, FastAPI, WebSocket
  • Infrastructure: AWS, Docker, Redis, FFmpeg

Responsible Music Genre Classification Using Interpretable Model-Agnostic Visual Explainers

• Co-authored paper published in SN Computer Science (Springer Nature). Advanced explainable AI in music genre classification using SHAP, LIME, and ELi5 techniques. Developed responsible AI approach with CNN and Vision Transformer models achieving 80% accuracy with comprehensive model interpretability. DOI: https://doi.org/10.1007/s42979-024-03584-9

GitHub Leadership

• 186+ public repositories, 535+ stars, Pull Shark (x4), Pair Extraordinaire (x2) achievements

Stack Overflow Pioneer

• First documented WebRTC → Cloud Speech integration, solutions helping 5,000+ developers globally, Moderator election invitation

Langchain

• A framework for developing applications powered by language models (69.9 K stars).

Quivr

• RAG AI integration framework for building AI assistants.

pytube

• A dependency-free Python library (and command-line utility) for downloading YouTube videos. (9.6 K stars).

Editor.JS

• An open-source text editor that outputs clean JSON (25.1 K stars).

MDN

• An open-source, collaborative project that documents web platform technologies (8.3 K stars).

• Korea Global Scholarships

• Ugandan Government Scholarship

• Korea University Academic Excellence Award