Azure ML assessment workflow used by approximately 30K students monthly, with speech improvement, presentation-attitude modeling, and student-evaluator agents
MLOpsLLM AgentVisionSpeech
🏢
Rye&Catchers
Security Anomaly Detection Systems
Train and validate normal-data-centered LSTM and VAE anomaly-detection models for CERT user behavior and BODMAS PE files
SecurityAnomaly DetectionLSTMVAE
Wemade Next
Unreal Engine MCP Plugin
MCP server for natural-language CRUD of Unreal Engine objects, with asynchronous processing, many-to-many connectivity, and dynamic tool registration
MCPUnreal EngineC++
Metaverse World
Face-to-Character Avatar Generation
GAN-based PoC that estimates character parameters from facial images; game-engine integration was not completed
VisionDeep Learning
🏢
Metaverse World
Real-time Motion Tracking
Motion tracking feature reflecting user's real-time movements on 3D characters using MediaPipe Pose Estimation
VisionPose Estimation
🏢
Coconut Silo
Content-based Recommender System
Embedded product descriptions with BERT and implemented similar product recommendation using inner product similarity
NLPRecommender
Coconut Silo
Maritime Radar Object Detection
Fine-tuned YOLOv5 for object detection in maritime radar imagery with performance improvements across various weather conditions
VisionObject Detection
Coconut Silo
Vision-based Anomaly Detection
Developed vision-based anomaly detection system for industrial metal 3D printer process monitoring
VisionAnomaly Detection
🛠
Personal Project
MCP Desktop ClientSide ProjectClaude Code
MCP-enabled desktop LLM chat client
TauriRustMCP
Personal Project
Dalgyeol — AI Fortune TellingSide ProjectClaude Code
AI fortune consultation iOS app based on Korean fortune telling and tarot. Service launch planned
RustSwiftLLMiOS
Personal Project
Game NPC with LLMSide ProjectClaude Code
Game where RL agent completes quests and players converse with LLM-based NPCs
PythonRLLLM
Personal Project
Multi-Agent Story WriterSide ProjectClaude Code
Multi-agent system that generates, reviews, and provides feedback on stories referencing a Lorebook-based worldview
PythonLangGraphChromaDB
🏢
Gaion
SME Matching Platform
Platform planning and data pipeline for matching SMEs using collected and processed trade data
