Machine Learning Deep

Truong Minh Khang

+ Ho Chi Minh city # *****.******@*****.*** 036******* ð Khang Truong

§ khangtruong2252314

About me

Passionate AI student with expertise in machine learning, deep learning, and data science. Experienced in developing intelligent systems, optimizingAImodels,andimplementingcutting-edgetechnologies.Skilledinbothcomputervision and natural language processing. Eager to contribute to innovative AI-driven solutions. Language

• English: IELTS 6.5

• Vietnamese: Native

Education

Ho Chi Minh university of Technology - VietnamNationaluniversity,Computer Sci- ence

• GPA: 3.5/4.0

• Related Coursework: Machine Learning, Introduction to Artificial Intelligence, Probability and Statistics

Student

2022 - Now

Technologies

• Machine learning frameworks: PyTorch, Tensorflow

• Data engineering frameworks: PySpark, pandas, numpy

• Specialized frameworks: MMDetection, MMRotate, YOLO

• Demonstrating frameworks: Huggingface, Gradio, Streamlit

• Software engineering frameworks: PHP, .NET

Skills

Data engineering skills

• Developing pipelines for different Deep learning datasets.

• Proficiently use various data management tools.

Paper implementation skills

• Having the ability to build many models from research papers.

• Having experience in approximating the performance of a research paper model. Deep learning model tuning skills

• Having skills at developing State of the art models (SOTA models).

• Proficiently research and improve the quality of the models, further boost their performance. Projects

Remote Sensing Image Captioning

• Explored a wide range of machine learning methods to improve image captioning models.

• Evaluated model performance using state-of-the-art metrics such as BLEU, ME- Truong Minh Khang - Page 1 of 2

TEOR, and ROUGE.

• Framework: Tensorflow, TPU

Remote Sensing Object Detection

• Fine-tuned deep learning models on the DIOR dataset for object detection.

• ImplementedtheRelativeValueSelf-Attention(RVSA)mechanismtoenhancemodel accuracy.

• Framework: MMDetection, MMRotate, Pytorch

YOLO-Based Defect Detection on Production Line Products: A Hugging Face Demo

• Finetune model based on YOLO framework.

• Pushed on Huggingface’s Space for demo.

https://huggingface.co 2

Gemini - A simple chatbot

• Call for Gemini’s API and integrate it into a Gradio app.

• Pushed on Huggingface’s Space for demo.

https://huggingface.co 2

AI text detection system

• Finetune and train different models to detect AI-generated text.

• Pushed on Huggingface’ Space for demo and public access. https://huggingface.co 2

CV4U: A website for Job seekers

• A website for job seeker to find the job best fit for them.

• Build entirely on PHP, HTML, CSS.

SPSS: A smart printing service

• A website for a university to manage Printers, Students and other stakeholders.

• Build entirely on Haskell.

https://github.com/ 2

Truong Minh Khang - Page 2 of 2

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