Manh Tran

Manh Tran

Machine Learning Researcher

Followers of Manh Tran962 followers
location of Manh TranHanoi, Hanoi, Vietnam

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  • Timeline

  • About me

    DevOps | MLOps | AI Engineering

  • Education

    • Университет ИТМО

      2022 - 2024
      Master's degree Information Technology
    • Университет ИТМО

      2018 - 2022
      Bachelor's degree Information Technology
  • Experience

    • Kaggle

      Feb 2020 - Nov 2022
      Machine Learning Researcher

      Implement Machine Learning algorithms in solving problems and building full solution base on latest research.

    • Университет ИТМО

      Jul 2020 - Jan 2021
      Senior Mentor - Lecture assistant

      - Created the theory about Generative adversarial networks, Jupyter notebook run on GPU for more than 60 masters. - Designed 6 lectures in Pytorch and Tesorflow (intermediate level).- Organized 1 final contest, preparing problem statements and tests for the contest.

    • ITMO Computer Science Club

      Nov 2021 - Apr 2022
      Senior Mentor

      - Created and taught C++, Algorithms & Data Structures from scratch for more than 30 people. - Designed more than 5 lectures in C++, Algorithms & Data Structures (beginner level and intermediate level). - Organized 5 contests, preparing problem statements and tests for these contests.

    • Finseed - Fintech startup

      Dec 2021 - Mar 2022
      Back End Developer and Data Analysis

      - Developed REST APIs to scrape 100000 articles from 15 top digital newspapers using Selenium and Python.- Performed data cleaning and data mining on 100000 articles to extract Stock mentions. - Deployed 100% DigitalOcean server that stored data in a MongoDB database. - Designed 50% authentication module and connect microservices' application based on Strapi platform.

    • SETA International

      May 2022 - Apr 2024
      MLOps Engineering
    • Aeris Energy

      Aug 2022 - Feb 2024
      Test Automation Engineer
    • Luxumi Technical Vietnam

      Sept 2022 - now
      • Project Development Manager

        Mar 2023 - now
      • Software Engineer

        Sept 2022 - now
    • APT Global Enterprise

      Feb 2024 - now
      Head of Machine Learning
  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Manh Tran
      Silver medal in Competition: BirdCLEF 2021 - Birdcall Identification 2021 - Jul 2021
    • Awarded to Manh Tran
      Silver medal in Competition: VinBigData Chest X-ray Abnormalities Detection 2021 - Mar 2021
    • Awarded to Manh Tran
      Silver medal in Competition: VinBigData Chest X-ray Abnormalities Detection 2021 - Mar 2021
    • Awarded to Manh Tran
      Silver medal in Competition: Lyft Motion Prediction for Autonomous Vehicles 2021 - Nov 2020
    • Awarded to Manh Tran
      Bronze medal in Competition: Global Wheat Detection 2020 - Aug 2020
    • Awarded to Manh Tran
      Bronze medal in Competition: Cornell Birdcall Identification 2020 - Jun 2020