Heechan Kim

Experience

• 

  Samsung Electronics

  Mar 2003 - Sept 2020

  The Leader & Developer of Various Manufacturing Intelligent Projects - Vision Inspection based on Deep Learning (Classification, Object Detection, Anomaly Detection)- Real-time Production/Operation Anomaly Detection and Anomaly Cause Tracking- Equipment Fault Diagnosis and Prediction Integrated Control System of Autonomous Mobile Logistics Robots- Path Planning, Job Scheduling & Traffic Control- Real-Time Monitoring The Leader & Developer Monitoring & Analysis Information Projects for the Various Manufacturing Lines- Real-time Equipment Performance Monitoring- Real-time Continuous Defect Detection- Defect Statistics and Cause Tracking The Developer of the Equipment Control software Platform- Loosely Coupled Design through the Dependency Injection Container (Spring.NET)- Equipment Standard UX/UI The Developer of the Equipment Control Software of the Samsung LCD 6,7,8 generation- LCD Transfer Robot Scheduling & Control- LCD Standard Communication I/F (HSMS)

  • Principal Software Engineer

    Mar 2017 - Sept 2020

  • Senior Software Engineer

    Mar 2014 - Dec 2017

  • Senior Software Engineer

    Jan 2010 - Dec 2016

  • Software Engineer

    Jan 2008 - Dec 2009

  • Software Engineer

    Mar 2003 - Dec 2007
• 

  NexStar Technology

  Jan 2021 - Oct 2021

  Vision Inspection System Development using Deep Learning and Computer Vision- Development of various vision inspection task algorithms using AI technology- Deep Learning Engine for the Inspection PC based on Windows 3D AOI(Automated Optical Inspection) Application Software Development Leader & Developer- Software Architecture Design- UX Platform Development (WPF, C#, Prism Fx, Entity Fx)

  • Executive Director

    Oct 2020 - Oct 2021

  • Executive Director

    Jan 2021 - Jul 2021
• 

  Amazon Web Services (AWS)

  Oct 2021 - Dec 2023

  Senior AI/ML Consultant (Data Scientist)

  Sales Forcasting with MLOps for Top Tier Retail Company in Korea- Amazon Forecasting, Sagemaker & CI/CD PipelinesGenerative AI - Initiative, Development based on various Generative AI Foundation Models (text, image, multi modal)- Fine tuning, Prompt Engineering, LangChain

• 

  OpenSG Corp.

  Dec 2023 - now

  Head of AI & Cloud

  Development of a Cloud-based SaaS Solution for Manufacturing Line Logistics Simulation Services- Multi Tenant Architecture, Docker Container Orchestration, CI/CD pipelineDevelopment of AI-based Intelligent Logistics Transport Robot Scheduling Technology-Reinforcement Learning, Optimization