Machine Learning

Do Tien Dung

Ho Chi Minh City *****************@*****.***

****.************@*****.***.** 086*-***-***

https://github.com/negative318 linkedin.com/in/dung-do-tien-b23b35337 Education

Ho Chi Minh City University Of Technology, Computer Science. 2022 - now

• GPA: 3.4/4.0

Projects

Chat bot safety for Vietnamese languages github.com/negative318

/chatbot-safety-vi

• Classifies safe and unsafe language for chatbots in Vietnamese

• Using a baseline RoBERTa model and 6 binary classify for 1 safe and 5 unsafe class Video retrieval system github.com/negative318

/AIchallenge2024

• An AI-driven video search and retrieval system using OpenCLIP, LanceDB and Python Flask to enable text-based, image-based, and SQL-filtered searches on a huge dataset of videos from the AI Challenge - Ho Chi Minh City.

• Technologies:

– Machine Learning: OpenCLIP for Vision-Text Embeddings with pre-trained patch14v2.

– Database: LanceDB vector database for fast vector search.

– Web development: HTML, JavaScript and Tailwind-CSS for front-end and Python Flask for back-end processing.

Traffic sign detection for autonomous vehicles github.com/negative318

/uit-car

• Road sign detection system applied to autonomous vehicles simulation uses segmentation to identify traffic signs

• Technologies:

– Machine Learning: segmentation with pre-trained ResNet34 to segment street and traffic signs for autonomous vehicle simulation

– autonomous vehicle simulation: The simulated autonomous vehicle was provided by the organizer. Experience

Researching on 3D Gaussian Splatting 12/2024-now

Internship at HPT company, information systems department 6/2024-9/2024 Encouragement prize in Mathematics at the Excellent Student Selection of Binh Duong Province (2022).

2022

Technical Skills

Programming Languages: Python, C++, C, JavaScript, SQL. Machine Learning & Artificial intelligence: PyTorch, PyTorch Lightning, Computer Vision. Web Development: Flask, ReactJS, Tailwind CSS, HTML, JavaScript. Databases: MySQL, LanceDB.

Tools & Platforms: Git, Github, Jupyter Notebook.

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