Đỗ Tân

AI Engineer at NAUTILUS TECH .,JSC
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Contact Information
us****@****om
(386) 825-5501
Location
Hanoi, Hanoi, Vietnam, VN

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Bio

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Credentials

  • Supervised Machine Learning: Regression
    IBM
    Mar, 2023
    - Oct, 2024
  • Exploratory Data Analysis for Machine Learning
    IBM
    Feb, 2023
    - Oct, 2024
  • What are the Chances? Probability and Uncertainty in Statistics
    John Hopkins University
    Jan, 2023
    - Oct, 2024
  • Introduction to Machine Learning in Production
    Coursera
    Oct, 2021
    - Oct, 2024
  • Machine Learning Data Lifecycle in Production
    Coursera
    Oct, 2021
    - Oct, 2024

Experience

  • NAUTILUS TECH .,JSC
    • Vietnam
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • AI Engineer
      • Mar 2021 - Present

      - Designed and implemented a complete face recognition system from edge to server, which has: + Low latency: < 0.13 second + Precision: > 95% in real world use cases + High Endurance with downtime < 1% + Flexibility in a plugin form and an easy-to-modify system + High security through SSL and AES256 encryption - Enhanced a FIQA (Face Image Quality Assessment) algorithm to eliminate 99.9% of false alarms and bad face images with minimal effort - Developed a filter combination that excludes 99% of bad faces, which significantly reduces the risk of erroneous decisions caused by poor quality input data. - Integrated with a third-party IoT system to solve access control problem. - Developed a lightweight face and face mask detector in the early stages of the COVID-19 pandemic. - Deployed a ResNet-50 equivalent model on an edge device (Jetson Nano) for real-time product. - Implemented a modular, general-purpose code base in C++ to develop all edge applications within the company. Show less

  • Meditech JSC
    • AI Engineer
      • Aug 2020 - Mar 2021

      - Implemented a logo retrieval system and successfully deployed it in a dashboard using Streamlit - Performed web scraping of images from the internet utilizing Selenium and Beautiful Soup for the purpose of data augmentation - Implemented a logo retrieval system and successfully deployed it in a dashboard using Streamlit - Performed web scraping of images from the internet utilizing Selenium and Beautiful Soup for the purpose of data augmentation

Education

  • ĐH Bách Khoa Hà Nội
    Bachelor's degree, Mechatronics, Robotics, and Automation Engineering
    2016 - 2021
  • Tuyen Quang Gifted High School
    High School Diploma, Physics
    2013 - 2016

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