Shun Ishii | Developer & Researcher Profile

🛠 Tech Stack & Implementation Experience

Environment configuration and physical simulation using MuJoCo (e.g., HalfCheetah, inverted pendulum tasks).
Validation of robot control and autonomous driving scenarios leveraging Vision-Language-Action (VLA) pipelines such as vLLM, Qwen2.5-VL, and Gemma 3.

Implementation of 3D pipelines utilizing DUSt3R / MASt3R (by NAVER LABS Europe) and VGGT-SLAM.
Pipeline integration converting point cloud data into STL format 3D polygon meshes via Poisson Surface Reconstruction.

Object detection tasks using YOLO11 / YOLO12.
Implemented neutral traffic analysis logic tracking "Involved Vehicles" to avoid fault bias before signal verification.
Performance-focused code optimization under strict execution time (avoiding TLE) and memory limits in Kaggle.

Primary Machine: MacBook Pro (M5 Apple Silicon)

Local inference and optimization leveraging the Apple MLX framework.

Secondary Machine: Lenovo ThinkPad X1 Carbon Gen 3

Linux Mint environment / OS-level configuration and systems automation using Bash scripting.

Cloud Infrastructure: Kaggle GPU Resources

Management of on-demand GPU resources for competitions and continuous performance benchmarking.

💻 My Products & Projects

Earthquake Japan Clouds Slide Location Map Todo List Gaussian Splat Viewer

Runtime Calculator

Realtime Earthquake Lucas Calculator Scraping Example Tarot Reading Tags Remover Image Resizer Bowling Chat Bot AI Othello

World Clock Bingo ISS Tracker

🤖 Shun Ishii