CV

Education

• Machine Learning Certificate, Cornell University, 2021
• M.S. in Computer Science, University of Science, 2018
• B.S. in Computer Network and Telecommunication, University of Science, 2014

Work experience

• Feb 2020 - Present: Lead Data Scientist
  • GHN (Scommerce)
  • Duties included: Responsible for managing, supporting, and scaling the self-hosted services on Google Cloud Platform. Simplify deployment and building process to enable continuous delivery.
• Jun 2016 - Feb 2020: Data Scientist
  • Tenpoint7
  • Duties included: Responsible for building data product by applying natural language processing techniques in textual information retrieval. Work with a cross-functional team of designers, researchers, engineers, and others to build new product features
• Apr 2015 - Oct 2015: Software Engineer
  • Terralogic
  • Duties included: Responsible for automation testing for released features of networking devices
• Feb 2014 - Apr 2015: Security Engineer
  • ISePRO
  • Duties included: Audit security level for network devices (switches, routers, firewalls)

Skills

• Python
• Machine Learning
  • Ensemble Learning
  • Feature Selection
• Computer Networking
• Network Security
• Linux

Publications

A Simplified Framework for Air Route Clustering Based on ADS-B Data

Quan Duong, Tan Tran, Duc-Thinh Pham, An Mai (2019). "A Simplified Framework for Air Route Clustering Based on ADS-B Data." The 2019 IEEE-RIVF International Conference on Computing and Communication Technology.

An Adaptive Hash-Based Text Deduplication for ADS-B Data-Dependent Trajectory Clustering Problem

Tan Tran, Quan Duong, Duc-Thinh Pham, An Mai (2019). "An Adaptive Hash-Based Text Deduplication for ADS-B Data-Dependent Trajectory Clustering Problem." The 2019 IEEE-RIVF International Conference on Computing and Communication Technology.

Hub and Spoke Logistics Network Design for Urban Region with Clustering-Based Approach

Quan Duong, Dang Nguyen, Quoc Nguyen (2021). "Hub and Spoke Logistics Network Design for Urban Region with Clustering-Based Approach." In: Fujita H., Selamat A., Lin J.CW., Ali M. (eds) Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices. IEA/AIE 2021. Lecture Notes in Computer Science, vol 12798. Springer, Cham. https://doi.org/10.1007/978-3-030-79457-6_51.

Talks

A Simplified Framework for Air Route Clustering Based on ADS-B Data

March 21, 2019

Talk at University of Danang, Danang, Vietnam

A Simplified Framework for Air Route Clustering Based on ADS-B Data

July 12, 2019

Talk at Universitas Indonesia, Depok, Greater Jakarta, Indonesia

Hub and Spoke Logistics Network Design for Urban Region with Clustering-Based Approach

July 28, 2021

Talk at IEA/AIE2021, Kuala Lumpur, Malaysia