Truong Mai Huy

AI Engineer

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Personal photo
As an experienced AI Engineer with a strong background in computer science and mathematics, I specialize in developing and implementing machine learning algorithms that deliver measurable business value. With expertise in deep learning, computer vision, and AI model optimization, I excel at designing solutions for complex challenges across diverse industries.

Skills

English
French

Professional Experience

August 2022 - Present

DSoft-JSC, Danang, VN

AI Engineer

  • Developed PTZ ONVIF camera control drivers for surveillance systems.
  • Created algorithms to interpret lane divider positions after camera adjustments.
  • Designed and implemented automatic PTZ camera control using reference images.
  • Built algorithms to detect lane dividers based on vehicle trajectories.
  • Enhanced the FaceLog system with features such as head pose estimation, face quality analysis, anti-spoofing models, and optimization of streaming processes.
  • Trained lightweight Age, Gender, and Mask prediction models optimized for smartphones.
  • Contributed to Facebook’s crawler tool to extract user information.
  • Automated email-related tasks using OpenAI APIs.
  • Built C++ shared libraries to enable AI models to run on edge devices.
  • Completed a six-month onsite project to develop a system for measuring the default probability of applications in the fintech domain, achieving an AUC of 0.8.

Python PyTorch ONNX OpenCV Docker Redis C++ DeepStream GStreamer Scikitlearn LightGBM

November 2021 - July 2022

Freelancer, Danang, VN

AI Engineer

  • Contributed to the EVN-NPT PTC2 project by designing a system to measure tree proximity to powerlines using surveillance cameras.
  • Developed a Unity-based anatomy research application (XAP).

Python PyTorch MongoDB Unity

June 2020 - April 2021

FTetch AI, Danang, VN

AI - Intern

  • Re-implemented computer vision algorithms as part of a five-month training program.
  • Developed tools to visualize AI model learning processes.
  • Improved segmentation models using synthetic data augmentation.

Pytorch Tensorflow OpenCV

July 2019 - October 2019

FPT Software, Danang, VN

Software Engineer - Intern

  • Developed a sales website using Java and SQL.
  • Enhanced algorithmic problem-solving skills using the Codelearn.io platform.

SQL Java

Education

Bachelor of Software Engineering. Danang University of Technology [2016 – 2022]. GPA 3.5

Achievements

Certifications

Additional Experience

Container AI

    • Developed a system to monitor customer behavior in container grocery stores, including features like person-fall detection, item-dropping detection, and suspicious session logging.
    • Integrated real-time alerts via Telegram and evidence video uploads to Google Drive.
    • Transitioned system infrastructure to AWS for improved scalability.



Aviso

    • Built a Selenium-based automation system to perform daily tasks on an online platform.
    • Developed an OpenAI CLIP-based hCaptcha solver for automated CAPTCHA handling.



Virtual TikToker

    • Automated content creation and publication on TikTok, targeting viral trends to grow followers.
    • Designed video generation algorithms using computer vision and machine learning techniques.



XAP

    • Created an interactive 3D anatomy learning application with real-time collaboration capabilities.



IOC

    • Migrated a Vue-based IoT resource monitoring interface to Angular, enabling streamlined notifications and coordination for Danang City.



Categories: Python Javascript React Angular Vue Unity Docker