- Name: Huynh Thai Hoa (Huỳnh Thái Hòa)
- Affiliation: Soongsil University / DeltaX
- Email: [email protected]
- Leetcode: huynhthaihoa
- Linkedin: huynhthaihoa
I am a dedicated software research engineer who takes pleasure in delving into the capability of Computer Vision and Artificial Intelligence to address everyday challenges. My goal is to contribute towards creating a better world, particularly in transportation, education, and healthcare, for the well-being of my loved ones. Throughout this lifelong and challenging journey, I eagerly anticipate collaborating with and learning from the amazing people around me.
- 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.
- 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.
- Participated in Deep Neural Network training pipeline: data labeling, cleaning, and training.
- Developed tools for preprocessing datasets and evaluating inference model consistency.
- Developed new features and improved client programs’ performance and dynamic-link libraries (DLL).
- Developed a video processing system for interesting object detection.
- Researched and proposed solutions for company projects.
- 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
- 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.
- Learned the software development process in practice.
- Supported team to design and develop plugins as required by customers.
- Attended the peer-review process that uses appropriate tools to evaluate code quality.
Master of Engineering in Information Communication | Soongsil University, Republic of Korea (08/2018 - 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: M.Sc. Thi-Vuong Pham
- 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)
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent