Projects

A collection of projects I've worked on, showcasing my skills and experience.

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Digital Twin: Motion Log Collection & Replay System

Digital Twin: Motion Log Collection & Replay System

デジタルツインのための動作ログ収集・再現基盤

A microservice-based system for collecting, transforming, and replaying PLC motion logs to enable reproducible digital twin workflows

System architecture design, microservice development, data pipeline implementation

Industrial Data PlatformDigital TwinEvent-driven ArchitectureRust
Drawing Analysis–Based Estimation RPA System

Drawing Analysis–Based Estimation RPA System

図面解析による見積積算RPAシステム

RPA system using drawing analysis AI for automated cost estimation, from internal tool to external product

Full-stack development, AI inference engine implementation, product expansion

ReactNestJSONNX RuntimeAWSTypeScriptPostgreSQLDockerPython
AI Training Platform for Visual Inspection

AI Training Platform for Visual Inspection

外観検査AI 学習プラットフォーム

A cloud-based, data-centric training platform with human-in-the-loop workflows for reproducible and continuously improvable visual inspection AI

System architecture design, full-stack development, ML training pipeline integration

Data-Centric AIHuman-in-the-LoopML Training PipelineAWSDockerTensorFlowVue.jsFlask
Automated Visual Inspection System Deployment

Automated Visual Inspection System Deployment

自動外観検査設備の実導入

Deployment of multiple automated visual inspection systems combining AI-based visual judgment and rule-based image processing under real-world constraints

System design, on-site deployment, inspection logic integration

Industrial VisionAI InspectionImage ProcessingSystem IntegrationHuman-in-the-Loop