All Projects
VALORANT Round Outcome Prediction
Collaborated with NAIST to build a transformer-based approach for predicting VALORANT round outcomes from minimap video analysis.
Python Deep Learning Computer Vision TimeSformer OpenCV
Texture Platform Automation
Built an automated texture packaging workflow for Unity and Unreal Engine with Python and LLM-assisted QA.
Python LLM Automation Productivity Tool
LLM Bias in Algorithm Evolution
Researching why LLMs drift toward conservative local optimization inside heuristic-search and algorithm-evolution frameworks.
LLM Research Algorithms Heuristics Bias Analysis
Speech-to-Speech LLM Agent
Designed and built a proof-of-concept voice agent that supports natural speech-in and speech-out interaction.
Python LLM Speech-to-Speech AI Agent R&D
AI Agent Evaluation Framework
Researching and implementing practical evaluation methodology for AI agents with an LLM-as-a-judge approach.
Python LLM AI Evaluation Research Automation