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Dat N.

Dat N.

Developer

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location of Dat N.United States

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  • Timeline

  • About me

    Developer, Machine Learning Engineer, AI Engineer, Data Engineer. Master of Science in Computer Science - Artificial Intelligence.

  • Education

    • FPT University

      2015 - 2020
      Bachelor's degree Computer Software Engineering 8.64/10.0

      Activities and Societies: Research Student – Machine Learning for Pedagogical Tasks ● Developed Django web system for model training and inference. ● Utilized pre-trained deep models for Computer Vision tasks. ● Fine-tuned YOLO for Asian-facial dataset and developed labeling tools. ● Trained ML models for data summarization and analysis. ● Published paper: “A Computer-Vision Based Application for Student Behavior Monitoring in Classroom”. ● Won the most outstanding student award.● Won 2 awards for "Excellent Student" of the semester.● “100% Scholarship”.Courses highlights: Algorithms, OS, networking, database system, software management, Testing & quality assurance, ...

    • University of Southern California

      2020 - 2022
      Master of Science Computer Science (Artificial Intelligence) 4.00/4.00

      Activities and Societies: Dynamic Robotics and Control Laboratory ● Optimized Deep Learning models for quadruped robot locomotion tasks using DeepRL and RNN. Investigated CNN-Attention-based networks for terrain reasoning from vision data. Introduced DRL with Cartesian-space control and Gait Transition Learning to enhance the realism of robot motions. Datafest of USC CKIDS ● Built a system to define a social dataset of CVE-related Github users. Provisioned and managed data with Neo4J. Won Best Project Achievement. Courses highlights: Web Technologies, Artificial Intelligence, Machine Learning, Deep Learning, Robotics, Algorithms Design, Search Engines.

  • Experience

    • FPT Software

      Dec 2017 - Jun 2018
      Developer

      ● Applied Agile & Scrum software development process, and Model-ViewViewModel pattern to implement aviation-related outsourcing software using C# and Universal Window Platform.

    • FPT Corporation

      Sept 2018 - Dec 2018
      Developer Intern

      ● Developed custom crawler to gather social data from the Internet, and developed web services for data transformation and processing, using Python and full-stack Flask framework.● Analyzed contact-based data to evaluate credit scores of social network users, using Spark (a unified analytics engine for Big data) and Pytorch (a Tensors and Dynamic neural networks library in Python).● Transformed existing projects into Kubernetes-based architecture, using Docker (OS-level virtualization platform for software package delivering) and Kubernetes (orchestration system for automation of software deployment and management). Show less

    • F99

      Dec 2019 - Jul 2020
      Back End Developer

      ● Developed micro-services based system, using .Net Core, following DDD design pattern: - Modified and documented system architecture. - Refactored source code. - Implemented base for background services, base for message bus communication, base for GraphQL services, base for connecting to external partners. - Built services relating to specific business flows (ex: group-buy, shipping, promotion, inventory...).● Developed CMS client-side web application, using Angular 9.● Configured CI/CD flows for releasing .Net Core services, using Azure DevOps & Docker. Show less

    • Munich Re

      Oct 2022 - Oct 2023
      Data Engineer Intern

      ● Create ETL Pipeline for Data Curation with Azure Data Factory, Data Lake Storage Gen 2, and provide data transformations using SQL and Spark in Databricks notebooks.● Establish web services using Python and Flask for data presentation and data updates. ● Conduct Docker containerization in the applications. Configure and manage CI/CD flows using Azure Services for web applications and Databricks notebooks version control.

  • Licenses & Certifications