Robert An Email & Phone Number

Austin, Tx, Us

Kentucky, United States

◆ Vision Image Storage System (VISS) Development & Implementation: Spearhead the development, testing, and deployment of AI and data solutions tailored for VISS. This system aims for long-term storage and structured retrieval of vision images produced during processes.◆ AI X-ray Inspection System (AXIS) Development and Implementation: Pioneer the development, testing, and deployment of AI and data-centric solutions tailored for the AI X-Ray Inspection System, focusing primarily on quality determination using X-Ray examinations.◆ Image Analysis & Processing: Utilize AI-driven told to analyze and process vision images, enhancing their clarity and relevance.

South Korea

Accelerate data-driven innovation in the automotive software field, focusing on image processing for autonomous driving.◆ Served as a key member of the consultative group and as Cloud Development Platform-as-a-Product (CDPP) development lead (supported the transition to Software Defined Vehicles (SDV), developing robust CI/CD pipelines within the MLOps environment, and built proprietary Mobis Cloud Development Platform for new business model creation and efficiency improvement)◆ Spearheaded the creation of the Reverse Parking Collision-Avoidance Assist (PCA) system, employing Deep Neural Networks (DNN) to modernize a legacy algorithm to enhance parking safety. This system was implemented on 90+ types of vehicles and generated $30.5M in sales worldwide • Resolved overfitting and underfitting problems in deep learning models by introducing other sensors, addressing camera blind spots for safer parking • Investigated state-of-the-art object-detection-based tracking algorithms, adapting the Simple Online Realtime Tracking (SORT) structure and algorithm and implementing the ByTrack-based algorithm for multi-object tracking; this resulted in significant system • Minimized the risk of collision by correcting lens distortion with fisheye camera calibration, increasing object recognition performance by fixing raw image distortions from inaccurate target features extraction • Supported OEM testing process, including testing vehicle customization and numerical analysis of the PCA system’s performance, identifying errors and implementing corrective measures◆ Led training for geographically dispersed team members on use of proprietary systems and products under development◆ Invited as a speaker and company representative at multiple conferences, seminars, and industry events on multi-object tracking, computer vision, image processing, and machine learning

College Station, Tx

Led a three-stage grant-funded project to develop a serial sectioning microscopy technique, Knife-Edge Scanning Microscopy, and demonstrate its benefits for large data 3D reconstruction and analysis. The novel imaging technique was further utilized in heart studies at Thomas Jefferson University, proving its efficiency and accuracy.◆ Developed a new technique to map the micro blood vessels in mouse brains with unprecedented detail, making it easier to study brain health and disease◆ Pioneered an automatic tracing method that turns detailed brain images into 3D models of the brain’s blood vessels, enhancing the quality of these images to assist research◆ Created a new method to add more detailed information to mouse brain studies by using advanced data analysis techniques

Usag-Yongsan And Usag-Humpreys, South Korea

Served as a Noncommissioned Officer in the 501st Military Intelligence Brigade, 8th US Army (Sep. 2008 – Aug. 2009):◆ Led over 300 soldiers, serving as a military liaison for Korea Augmented Troops to the United States Army (KATUSA), fostering cross-cultural collaboration and operational efficiency.Earlier served as S-1 (Personnel) Staff, Leave and Financial Clerk (Sep. 2007 – Aug. 2008):◆ Managed personnel leave and financial operations, leveraging advanced proficiency in Microsoft Office Suite (Excel, PowerPoint, Word, Outlook) to ensure accurate and efficient administrative processes.

Master’S Degree, Computer Science

Activities and Societies: Member of Brain Network Laboratory (BNL)MS thesis titled “Automated reconstruction of neurovascular networks.

Bachelor’S Degree, Computer Engineering