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Trần Hoàn Đức Duy

location Ho Chi Minh City, Vietnam
My Resume

I initiated my journey in the realm of programming during my eighth-grade year. Subsequently, during my high school years, I pursued my studies within the specialized domain of Informatics. This period of academic exploration profoundly influenced my decision to pursue a degree in Computer Science at the university level. Presently, I am employed as a Software Engineer.

My exposure to competitive programming during high school equipped me with a robust foundation in algorithms and data structures. At the university, I delved into the field of Computer Science, with a particular focus on Machine Learning and Artificial Intelligence. As of now, I am employed as a Data Engineer. My aspirations extend beyond a single specialization, and I am open to the possibility of transitioning into the role of a Backend Engineer in order to expand my knowledge and contribute to the development of high-quality products.

Education:
  1. uit logo
    University of Information Technology - VNUHCM
    Bachelor of Computer Science
    2019 - 2022
Languages and Frameworks:
Python
SQL
Spark
Hadoop
Tensorflow
Pytorch
OpenCV
Tools:
Kafka
file_type_gitlabGitlab CI/CD
Apache Superset | BI ToolsSuperset
Docker
MongoDB
Cloud:
AWS
EC2
Lambda
Kinesis
SQS
S3
CloudWatch

Working History

  1. flowbite

    Data Engineer at Hiip.asia
    Current

    Hiip is a platform that connects brands with influencers. We help brands to find the right influencers to work with and manage the whole campaign process. We also help influencers to find the right brands to work with and manage the whole campaign process.

    This marked the beginning of my career as a Data Engineer. I learned a lot about data engineering and software development in general. I also learned how to work in a team and how to communicate with other people. I was also given the opportunity to work with many different technologies and tools.

    My responsibilities include:

    • Design and develop data pipelines to process data from multiple sources and store them in data warehouse.
    • Building APIs to serve data for internal and external users.
    • Crawling data from social media and e-commerce platforms to build a database of influencers and dataset for machine learning models.
    • Building System monitoring dashboards and alerting system.
    • Building BI dashboards for internal and external users.
    Python
    AWS
    SQS
    EC2
    Lambda
    CloudWatch
    EventBridge
    S3
    RDS
    MongoDB
    Docker
    file_type_gitlabGitlab CICD
    ElasticSearch
    Apache Superset | BI ToolsSuperset
  2. flowbite

    Deep Learning Research Assistant at Mrs. Ho Thi Thao Nguyen's Group
    Current

    Ho Thi Thao Nguyen is a assistant professor at Department of Computer Science, Aalborg University, Denmark. Her research interests in fewshot learning for time series data.

    When I was in my 2nd year of university, I joined this group as a Deep Learning Research Assistant. Our group contains 2 professors and several students who are doing research on Deep Learning and Maths.

    My responsibilities include:

    • Hosting and attending weekly seminars on Deep Learning and Maths with Mathemics/Deep Learning researchers.
    • Research and implement Deep Learning models for time series data.
    • Writing research papers and submitting to conferences.
    Python
    Pytorch
    Latex
  3. flowbite

    Intern MLOps Engineer at Kyanon Digital

    Kyanon Digital is a Vietnam-based tech powerhouse, providing world-class digital solutions using Agile processes.

    As an AI Engineer, my role is to transfer machine learning models into production-ready services. I also design and implement Database and API for machine learning models.

    My responsibilities include:

    • Transform machine learning models into production-ready services
    • Design and implement Database and API for machine learning models
    AWS
    S3
    EC2
    Lambda
    Kinesis
    Tensorflow
    Streamlit
    Docker