:wave: Introduction

• Name: Huynh Thai Hoa (Huỳnh Thái Hòa)
• Affiliation: Soongsil University / DeltaX
• Email: huynhthaihoa1995@gmail.com
• Leetcode: huynhthaihoa
• Linkedin: huynhthaihoa

I am a dedicated software research engineer who takes pleasure in delving into the capabilities of Computer Vision and Artificial Intelligence to address everyday challenges. My goal is to contribute to a better world, particularly in robotic, transportation, and healthcare, for the well-being of my loved ones. Throughout this lifelong and challenging journey, I eagerly anticipate collaborating with cross-functional teams and exploring emerging technologies.

:wrench: Skills & expertise

• Programming languages: C, C++, Python, C#, MATLAB, Java, Javascript.
• Fundamentals: Data Structures & Algorithms, Computer Vision, Deep Learning, Machine Learning.
• Frameworks/Libraries: OpenCV, Tensorflow, Pytorch, Darknet, FFMPEG, DeepStream, ROS, WPF, Qt.
• Software version control: Git, SVN.
• Databases: Microsoft SQL Server, MySQL, SQLite, Postgres.
• Hardware platform: Jetson Nano, Jetson Xavier NX.
• Languages: Vietnamese (Native), English (Professional), Korean (Basic).
• Others: Microsoft Office, LaTEX, JSON, XML, Batch.

:briefcase: Professional experience

AI Researcher | DeltaX, Republic of Korea (06/2022 - present)

• Coordinating the team to develop and maintain smart in-cabin monitoring solutions for the advanced driver-assistance system.
• Collaborating with the team to propose and design solutions for 2D/3D perception problems using cameras (pinhole/fisheye, RGB/IR) with LIDAR/RGB-D supervision.
• Designing, implementing, and maintaining utility software for camera calibration, data collection, annotation, and analysis.

Research Engineer | Smart Deep, Republic of Korea (05/2021 - 05/2022)

• Participated in the detection model end-to-end development pipeline: data labeling, cleaning, training, and evaluation.
• Developed tools for preprocessing datasets and evaluating inference model consistency.
• Developed the GUI program and the dynamic link libraries to demonstrate object-detection-based features using CCTV camera feeds.
• Developed a video processing system for interesting object detection.
• Researched and proposed solutions for company projects.

Research Intern | Ubay Solution, Republic of Korea (12/2020 - 04/2021)

• Researched to find solutions for Optical Character Recognition (OCR) problems in detecting and recognizing license plate numbers and container codes.
• Evaluated the performance and consistency of several deep learning frameworks on our custom dataset.
• Deployed inference model on NVIDIA Jetson Nano board

Research Assistant | ANDA Lab - Soongsil University, Republic of Korea (08/2018 - 08/2020)

• Researched to find and solve problems in the vehicle localization process based on detecting vehicle taillights using camera images.
• Read and wrote scientific papers related to the project.

Trainee | Global Cybersoft JSC, Vietnam (03/2017 - 08/2017)

• Learned the software development process in practice.
• Supported the team to design and develop plugins as required by customers.
• Attended the peer-review process that uses appropriate tools to evaluate code quality.

:mortar_board: Education

Master of Engineering in Information Communication | Soongsil University, Republic of Korea (09/2018 - 08/2020)

• GPA: 4.01/4.05
• Thesis: LED Taillight Matching in Nighttime Vehicle Positioning
• Supervisor: Professor Myungsik Yoo

Bachelor of Engineering in Software Engineering | University of Information Technology - Vietnam National University in Ho Chi Minh City, Vietnam (08/2013 - 06/2018)

• GPA: 8.6/10
• Thesis: Coronary Arteries Segmentation from Coronary Angiogram
• Supervisor: Professor Thi-Vuong Pham

:newspaper: Publications

• Jaime Spencer, ..., Huynh Thai Hoa,..., The second monocular depth estimation challenge, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2023)
• Thai-Hoa Huynh, Myungsik Yoo, Taillight Matching and Pairing Algorithm for Stereo-Vision-based Nighttime Vehicle Positioning, Applied Sciences (2020)
• Thai-Hoa Huynh, Myungsik Yoo, Nighttime LED Taillight Detection Method with Optical Camera Communication System, 한국통신학회논문지 (2020)
• Thai-Hoa Huynh, Tuan-Anh Pham, Myungsik Yoo, Detection Algorithm for Overlapping LEDs in Vehicular Visible Light Communication System, IEEE Access (2019)

Thank you for visiting!