AI, Data Science, Cloud Computing

DUONG VAN BINH

Contact

Address: *nd floor, Sangdo 67-gil 17 (2층, 상도로 67길 17)

Email: ************@*****.***

Phone: +82-102-***-****

EDUCATION

Master of Science, Information and Communication

Soongsil University, Seoul, South Korea

Research topic: AI in 5G/B5G (Network Data Analytics Function - NWDAF) and Cloud Com- puting Infrastructure

September, 2022 - Present.

Bachelor of Science, Data Science

University of Information Technology, Vietnam National University Ho Chi Minh City Thesis - Recognizing COVID-19 by using latent features in coughs August, 2018 - August, 2022.

GPA: 8.61/10

RESEARCH INTERESTS

During my undergraduate study, I have gained experience in many research topics, so it is not too hard for me to start researching in a new field. I am interested in studying new technologies and different science-based fields. Especially, I am keen on applying AI to resolve real-life problems and make human life convenient. Currently, I take a movement to apply my AI experience to 5G/B5G

-related topics towards 6G.

• Speech processing, Natural language processing, Recommendation system, Big data and data analytics.

• 5G/B5G, NWDAF, Distributed cloud computing

TECHNICAL SKILLS

• Kubernetes, Apache Spark, Git, Apache Airflow, Apache Snowflake, Docker, Data Build Tools (dbt).

• Tensorflow, Python, BigDL, SQL, C++, OOP, Data structures and Algorithms. WORK EXPERIENCE

• Data engineer, ELSA Corp., Vietnam, June 2021 - August 2022.

– Machine learning and deep learning deployment pipelines.

– Data ETL pipelines.

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CONFERENCE PUBLICATIONS

• V. -B. Duong and Y. Kim, ”A Design of Service Mesh Based 5G Core Network Using Cil- ium,” 2023 International Conference on Information Networking (ICOIN), Bangkok, Thai- land, 2023, pp. 25-28, doi: 10.1109/ICOIN56518.2023.10049044.

• B. Van Duong, A. T. Nguyen, C. N. Ha, H. -H. T. Duong, M. -L. T. Tran and T. - H. Do, ”UIT-VLFC: Vietnamese Lipstick Feedbacks Corpus,” 2022 25th Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA), 2022, pp. 1-5, doi: 10.1109/O- COCOSDA202257103.2022.9997964.

• L. Q. Tran, B. V. Duong and B. T. Nguyen, ”Sentiment Classification for Beauty-fashion Reviews,” 2022 14th International Conference on Knowledge and Systems Engineering (KSE), 2022, pp. 1-6, doi: 10.1109/KSE56063.2022.9953782.

• Duong, B.V., Ha, C.N., Nguyen, T.T., Nguyen, P., Do, TH. (2022). An Empirical Experi- ment on Feature Extractions Based for Speech Emotion Recognition. In: Nguyen, N.T., Tran, T.K., Tukayev, U., Hong, TP., Trawi nski, B., Szczerbicki, E. (eds) Intelligent Information and Database Systems. ACIIDS 2022. Lecture Notes in Computer Science, vol 13758. Springer, Cham. https://doi.org/10.1007/978-3-031-21967-2 15

• B. Van Duong, K. C. T. Phan, C. N. Ha, P. C. Tran and T. -H. Do, ”A study of machine translation for Vietnamese and Korean on the TED Talks 2020 corpus,” 2022 IEEE Interna- tional Conference on Cybernetics and Computational Intelligence (CyberneticsCom), 2022, pp. 376-380, doi: 10.1109/CyberneticsCom55287.2022.9865594.

• Tran, QL., Duong, B.V., Lam, GH., Vuong, D., Do, TH. (2022). An Investigation on Viet- namese Credit Scoring Based on Big Data Platform and Ensemble Learning. In: Nguyen, NT., Dao, NN., Pham, QD., Le, H.A. (eds) Intelligence of Things: Technologies and Appli- cations. ICIot 2022. Lecture Notes on Data Engineering and Communications Technologies, vol 148. Springer, Cham. https://doi.org/10.1007/978-3-031-15063-0 27

• Q. -L. Tran, G. -H. Lam, V. -B. Duong and T. -H. Do, ”A Study on Diacritic Restoration Problem in Vietnamese Text using Deep Learning based Models,” 2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT), 2021, pp. 306-310, doi: 10.1109/COMNETSAT53002.2021.9530818.

• Tran, K.Q., Duong, B.V., Tran, L.Q., Tran, A.LH., Nguyen, A.T., Nguyen, K.V. (2021). Machine Learning-Based Empirical Investigation for Credit Scoring in Vietnam’s Banking. In: Fujita, H., Selamat, A., Lin, J.CW., Ali, M. (eds) Advances and Trends in Artificial Intelligence. From Theory to Practice. IEA/AIE 2021. Lecture Notes in Computer Science, vol 12799. Springer, Cham. https://doi.org/10.1007/978-3-030-79463-7 48 2

ACADEMIC COMPETITIONS AND EVENTS

• Presenter at The 8th Annual Conference of Vietnamese Young Scientists - ACVYS, 2022, Seoul, Korea.

• Khoa hoc tre, 2022, University of Information Technology, Academic Research and Develop- ment for students.

• Vietnam - National Eureka Award research competition for Students, 2022, Semi-final round.

• Asian Student Workshop - Chiba University (Japan), 2022, One of 18 Chosen representatives of University of Information Technology.

• AI Challenge, 2021, Ho Chi Minh Communist Youth Union, Promising solution prize.

• The 5th national MAKERTHON competition, 2021, Ho Chi Minh Communist Youth Union, Top 3/100+ team participants.

• The 9th national Thiet ke - che tao - ung dung award, 2021, Ho Chi Minh Communist Youth Union, Bronze prize.

• Excellent student in studying and researching prize, 2021, University of Information Tech- nology.

• Vietnam - National Eureka Award research competition for Students, 2021, Semi-final round, Top 5 Most favorite research prize.

• AICOVIDVN 115M Challenge: Cough-based COVID-19 Detection Challenge, 2021, Top 3/150+ team participants.

• Conference on Information Technology and its Application (CITA), 2021, Oral presentation.

• Khoa hoc tre, 2021, University of Information Technology, Academic Research and Develop- ment for students.

• Khoa hoc tre, 2020, University of Information Technology, Academic Research and Develop- ment for students.

• UIT Healthy Students, 2020, Vietnamese Students’ Association of The University of Infor- mation Technology - UIT Martial arts club, Member of organizing committee.

• KALAPA Credit scoring Challenge for Students, 2020, Top 6/300+ team participants. CERTIFICATES

• IELTS 6.5, March 2022, IDP Vietnam.

• Fostering Artificial Intelligence Course, 2021, Ho Chi Minh Communist Youth Union - De- partment of Education and Training of HCMC.

REFERENCES

• PhD. Do Trong Hop - Doctor of Philosophy, Information and Telecommunication, Soongsil University, Seoul, South Korea - **********@*****.*** - +84-813-***-***.

• Dr. Binh T. Nguyen - Doctor of Philosophy, Applied Mathematics, Ecole Polytechnique, Palaiseau, France - Head of Data Science, ELSA Corp. - ****@*******.** - +84-982-***-***.

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