🚀 AI Engineer | Python Developer | Problem Solver

I'm an AI Engineer passionate about building impactful solutions using cutting-edge technologies. My expertise spans across Python, C++, Deep Learning, Machine Learning, Docker, and Linux. Currently, I'm working on innovative projects and always eager to collaborate on challenging problems.

• 🔬 Currently focused on speech-to-text systems, face recognition, and intelligent automation.
• 🛡️ Fun Fact: Proudly contributing to the cyber army!

Le Quy Don Technical University, Hanoi, Vietnam
Bachelor of Engineering, Information Technology
GPA: 3.54/4 (Top 2%)
September 2016 – December 2021

IDP Education
IELTS Academic Certificate – Overall: 6.5
May 2023

R&D Lab, Hanoi, Vietnam — AI Software Engineer (Part-time)
April 2019 – February 2020

• Developed a face recognition check-in system for NTQ Solution Company, optimized for Jetson Nano.
• Online multiple human detection and tracking in collaboration with Phenikaa Smart Solutions Company.
• Built a smart document management system.
  Skills: Python, C++, SQL, ElasticSearch, Docker

Phenikaa Smart Solutions, Hanoi, Vietnam — AI Software Engineer (Part-time)
March 2020 – December 2020

• Adapted an automatic speech recognition system for Vietnamese language (data collection, model training, inference API, demo web).
• Collaborated with the Blind Association for voice data collection and dictionary customization.
  Skills: Python, C++, HTML5/CSS3/Javascript, Docker

VIETEC., CORP, Hanoi, Vietnam — AI Software Engineer (Part-time)
June 2022 – October 2023

• Built a scalable pronunciation evaluation API service for children.
• Developed a mobile-ready facial recognition system for class attendance and activity monitoring.
  Skills: Python, FastAPI, Docker, MongoDB

• Improved OCR Quality for Smart Scanned Document Management System
  Journal of Science and Technique, Section on Information and Communication Technology, September 2020

• High Performance Document to Selfie Face Matching Online Service on CPU
  The 23rd National Conference on Electronics, Communications and Information Technology

• A Survey on Copy-On-Write File Systems
  In Proceedings of 15th International Conference on Information and Communication Technology Convergence (ICTC'24), October 2024

• Empirical Evaluation and Analysis of YOLO Models in Smart Transportation
  In AI MDPI, November 2024

• Python, C++, Deep Learning, Machine Learning
• Docker, Linux, FastAPI, Flask
• SQL, MongoDB, ElasticSearch
• Teamwork, Problem Solving, Communication

A robust face recognition system built for check-in applications, optimized for embedded devices such as Jetson Nano.
Developed in Python and C++. Contact for demo or collaboration opportunities.

• Crawling and Text Classification System:
  An end-to-end pipeline for crawling web data and performing text classification.
• Text Classification Models in TensorFlow (VDCNN):
  Implementation of Very Deep Convolutional Neural Networks for text classification tasks.
• TextGCN for Text Classification:
  Graph Convolutional Networks for document classification.

An open-source project focused on Vietnamese speech-to-text conversion using advanced deep learning models.
Accelerating Vietnamese language AI and making voice technology accessible for everyone!

A private project for crawling and extracting ship information from the web.
Built using Python, MongoDB, and Flask to automate maritime data collection and analysis.

API service for evaluating English pronunciation for kids, integrated with mobile learning apps.
Manually scaled with MongoDB and Docker, capable of handling hundreds of parallel requests.

An API server for registering students' faces and identifying student IDs for engagement monitoring.
Built with FastAPI and Docker, leveraging the Mediapipe library.

Rebuilt convolutional neural network structure models inspired by the Flashlight framework.
A personal project using PyTorch for modular and extensible convnet architectures.

• 🌐 LinkedIn: https://www.linkedin.com/in/manh-dat-tran-20082917a/
• 📱 Phone: +84 98 744 7597
• 📧 Email: tranmanhdathsgs@gmail.com

Always open to collaboration and new opportunities!