Tuan-Luc Huynh

Information Technology Faculty, Vietnam National University, Ho Chi Minh City University of Science

EDUCATION

• VNUHCM - University of Science, Ho Chi Minh City, Vietnam (Aug 2019 - present)
  B.S. in Computer Science, GPA: 3.95/4.
  Thesis topic: Efficient Brain Tumor Segmentation using nnUNet.

RESEARCH EXPERIENCE

• Research Assistant, Software Engineering Laboratory (SELAB), Information Technology Faculty, Vietnam National University, Ho Chi Minh City University of Science (Oct 2022 - Present)
  • Perform research-related tasks and assist with ongoing projects.
  • Participate in international workshops and collaborate with other researchers.

WORK EXPERIENCE

• Data Scientist Intern, The Center of Applied Data Science (CADS), FPT Telecom (Feb 2022 - Sep 2022)
  • Project: Potential smartphone customers modeling using transaction data.
  • Conducted exploratory data analysis (EDA), data wrangling, and feature engineering on tabular data.
  • Developed and fine-tuned models using AutoML frameworks.

SKILLS

• Programming languages: Python, C++, C, C#, Java, R.
• Tech & Tools: PyTorch, LaTeX, scikit-learn, Optuna, PyCaret, Slurm, Markdown, HTML, CSS, Apache Hadoop, Overleaf, Notion, Excel, PowerPoint, Mendeley, Slicer, Generative Models, Large Language Models.
• Hands-on experience in Data Science using AutoML and deep learning frameworks.

PUBLICATIONS

• Thao Thi Phuong Dao, Tuan-Luc Huynh, Minh-Khoi Pham, Trung-Nghia Le Le, Tan-Cong Nguyen, Quang-Thuc Nguyen, Bich Anh Tran, Boi Ngoc Van, Chanh Cong Ha, and Minh-Triet Tran, "Improving Laryngoscopy Image Analysis through Integration of Global Information and Local Features in VoFoCD Dataset". Co-first author; Submitting to Computers in Biology and Medicine, IF: 6.698

• Trung-Nghia Le, Tam V Nguyen, Minh-Quan Le, Trong-Thuan Nguyen, Viet-Tham Huynh, Trong-Le Do, Khanh-Duy Le, Mai-Khiem Tran, Nhat Hoang-Xuan, Thang-Long Nguyen-Ho, Tuan-Luc Huynh, et al. "SketchANIMAR: Sketch-based 3D Animal Fine-Grained Retrieval", arXiv preprint arXiv:2304.05731, 2023.

• Tuan-Luc Huynh, Nguyen-Ngoc Khoi-Nguyen, Chi-Bien Chu, Minh-Triet Tran, Trung-Nghia Le, "Multilingual Communication System with Deaf Individuals Utilizing Natural and Visual Languages". In 2022 RIVF International Conference on Computing and Communication Technologies (RIVF), pp. 683-688, 2022, IEEE.

• Jie Qin, Shuaihang Yuan, Jiaxin Chen, Boulbaba Ben Amor, Yi Fang, Nhat Hoang-Xuan, Chi-Bien Chu, Khoi-Nguyen Nguyen-Ngoc, Thien-Tri Cao, Nhat-Khang Ngo, Tuan-Luc Huynh, and others, "SHREC’22 track: Sketch-based 3D shape retrieval in the wild", Computers & Graphics, vol. 107, pp. 104-115, 2022, Elsevier.

• Tuan-Luc Huynh, Nhat-Khang Ngo, Phu-Van Nguyen, Thien-Tri Cao, Thanh-Danh Le, Hai-Dang Nguyen, Minh-Triet Tran, "HCMUS at MediaEval2021: Content-Based Misinformation Detection Using Contextualized Word Embedding from BERT". In Working Notes Proceedings of the MediaEval 2021 Workshop, Online, vol. 3181, 2021. -Thien-Tri Cao, Nhat-Khang Ngo, Thanh-Danh Le, Tuan-Luc Huynh, Ngoc-Thien Nguyen, Hai-Dang Nguyen, Minh-Triet Tran, "HCMUS at MediaEval 2021: Fine-tuning CLIP for Automatic News-Images Re-Matching". In Working Notes Proceedings of the MediaEval 2021 Workshop, Online, vol. 3181, 2021.

• Nhat-Khang Ngo, Tuan-Luc Huynh, Thanh-Danh Le, Hai-Dang Nguyen, and Minh-Triet Tran, "HCMUS at MediaEval2021: Polyps Segmentation using TransFuse with Focal Tversky Loss". In Working Notes Proceedings of the MediaEval 2021 Workshop, Online, vol. 3181, 2021.

RESEARCH INTERESTS

• Machine Learning
• Deep Learning
• Computer Vision
• Self-Supervised Learning
• Medical Image Computing

ACADEMIA SERVICE

• Mar 2023: Co-organizers of MediaEval 2023 Medical Multimedia Task

AWARDS & ACHIEVEMENTS

• 2023

  • Achieved 2nd place in the Sketch-based 3D Animal Fine-Grained Retrieval Challenge at SHREC 2023.
  • Received a Distinctive Mention from the organizers of the Medico Medical Multimedia task in MediaEval 2022.

• 2022

  • Awarded the Academic Excellence Award from the University of Science for the academic year 2021-2022, ranking among the top five students with the highest GPA in the Advanced Program in Computer Science.
  • Received a Full-tuition scholarship from the University of Science for the academic year 2021-2022.
  • Received a Certificate of Merit from the President of Vietnam National University Ho Chi Minh City for outstanding achievements in scientific research during the academic year 2021-2022.
  • Received a Certificate of Merit from the Principal of Ho Chi Minh City University of Sciences for outstanding achievements in scientific research during term II of the academic year 2021-2022.

• 2021

  • Achieved 1st place in the NewsImage task and 2nd place in the FakeNews task at MediaEval 2021.

MAIN COURSES

• Data Structures
• Introduction to Database Systems
• Applied Statistics for Engineers and Scientists
• Artificial Intelligence
• Algorithms and Complexity
• Machine Learning
• Introduction to Natural Language Processing
• Computer Vision
• Introduction to Big Data Analytics
• Information Retrieval

LANGUAGES

• Vietnamese (Native, Bilingual)
• Cantonese (Native, Bilingual)
• English (Fully Professional, IELTS 6.0 (Minimum requirement, test will be taken in July 2023))
• Mandarin (Fully Professional, HSK6 238/300 (2018))

HOBBY

• Travelling
• Landscape photograph
• Brewing coffee and tea
• Reading manga
• Listening to music
• Video games

You can download my full CV here.