I have nearly 8 years of experience in the AI field, including 6 years specializing in natural language processing (NLP) for the Vietnamese language. I am adept at solving NLP problems at both low and high levels, utilizing traditional machine learning techniques as well as deep learning approaches. I have developed and deployed numerous ultra-compact models suitable for edge integration, as well as large-scale models requiring interaction with extensive, distributed infrastructures, such as large language models.
Additionally, I have experience working on projects involving computer vision and signal processing. My cross-disciplinary project background enables me to apply knowledge across various domains, particularly in multi-modal applications.
I am also capable of organizing and teaching beginner-level classes on machine learning and natural language processing.
B.S. in Information System, Hanoi University of Science and Technology (HUST)
Major: Artificial Intelligence, Data science, Natural language processing
Q. P. Huu, T. H. Dinh, N. N. Tran, T. P. Van and T. T. Minh, "Deep Neural Networks based Invisible Steganography for Audio-into-Image Algorithm," 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE), 2019, pp. 423-427, doi: 10.1109/GCCE46687.2019.9015498.
Q. H. Pham, V. Anh Nguyen, L. B. Doan, N. N. Tran and T. M. Thanh, "From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detection," 2020 12th International Conference on Knowledge and Systems Engineering (KSE), 2020, pp. 37-42, doi: 10.1109/KSE50997.2020.9287406.
@inproceedings{doan-bao-etal-2020-sunbear, title = "{S}un{B}ear at {WNUT}-2020 Task 2: Improving {BERT}-Based Noisy Text Classification with Knowledge of the Data domain", author = "Doan Bao, Linh and Nguyen, Viet Anh and Pham Huu, Quang", booktitle = "Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020)", month = nov, year = "2020", address = "Online", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2020.wnut-1.73", doi = "10.18653/v1/2020.wnut-1.73", pages = "485--490", }
@inproceedings{nguyen-etal-2021-nlp, title = "{S}-{NLP} at {S}em{E}val-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging", author = "Nguyen, Viet Anh and Nguyen, Tam Minh and Quang Dao, Huy and Huu Pham, Quang", booktitle = "Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021)", month = aug, year = "2021", address = "Online", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2021.semeval-1.120", doi = "10.18653/v1/2021.semeval-1.120", pages = "888--897", }
@inproceedings{thanh-van-2020-reintel, title = "{R}e{INTEL} Challenge 2020: Exploiting Transfer Learning Models for Reliable Intelligence Identification on {V}ietnamese Social Network Sites", author = "Thanh, Kim Nguyen Thi and Van, Kiet Nguyen", booktitle = "Proceedings of the 7th International Workshop on Vietnamese Language and Speech Processing", month = dec, year = "2020", address = "Hanoi, Vietnam", publisher = "Association for Computational Lingustics", url = "https://aclanthology.org/2020.vlsp-1.9", pages = "45--48", }
@InProceedings{Nguyen_2021_CVPR, author = {Nguyen, Tam Minh and Pham, Quang Huu and Doan, Linh Bao and Trinh, Hoang Viet and Nguyen, Viet-Anh and Phan, Viet-Hoang}, title = {Contrastive Learning for Natural Language-Based Vehicle Retrieval}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {4245-4252} }
Training at HUSTer, Hanoi, Vietnam
Talk at Vietnam Mobile Day, Hanoi, Vietnam
Talk at VTV24, rubikAI và Nexus Frontier Tech, Hanoi, Vietnam
Talk at Hanoi University of Science and Technology, Hanoi, Vietnam
Talk at Rubik AI, Hanoi, Vietnam
Training at Techmaster Vietnam, Hanoi, Vietnam
Training at Ministry of National Defense, Hanoi, Vietnam
Talk at NTI-VietAI, Online