Machine Learning, AI

R ***.***************@*****.***.**

Phone: +84-086*******

Do Quang Hao

CS Student

hao-do

github.com/elvintop1

DESCRIPTION

My name is Do Quang Hao and I am third year student from the department of Computer Science and Engineering at Ho Chi Minh University of Technology. I am passionate with discovering brilliant ideas, solving practical and technical problems, endorsing in efficient teamwork, and willing to learn from any standard. My interest in computer inner-operation, machine learning, artificial intelligent, and quantitative models, both hardware and software, has been sufficient leverage in understanding deeper how com- puter works and operates.

EDUCATION

Computer Science - Ho Chi Minh University of Technology, GPA: 3.5/4 10/2022 - Now SKILLS

English: IELTS 6.0

Programming languages: Python, C++, C, Haskell, Kotlin. Web Technologies: HTML, CSS, JavaScript.

Interested Areas: Computer Vision, Natural Language Processing, Graph Neural Network, Time Series, Speech Processing. Keywords: YOLO, TensorRT, ONNX, TensorFlowLite,Docker, FastAPI,WebSockets,Redis, PostgresSQL, SQLite, FAISS, LLM.

Miscellaneous: Git, Shell, Latex, Postman.

TECHNICAL EXPERIENCE

TRUSTFACE WEB for IVS company 09/2023 — 12/2023

• The system detects faces in images using InsightFace and extracts face embeddings with FaceNet, a pretrained deep neural net- work.

• The embeddings are stored in a database, indexed using Faiss for efficient similarity search. New faces can be added to the database via the Python API.

• The leader of the project from the RD-SEAI Research Center, resulting from a partnership between IVS Joint Stock Company and Ho Chi Minh University of Technology.

• Technologies Used: Pytorch, ONNX, FastAPI, FAISS, InsightFace, Docker, PostgreSQL. REAL-TIME PIG COUNTING SYSTEM FOR EDGE DEVICES 05/2023 — 06/2023

• Fine-tuned YOLOv8 object detector and segmentation on private dataset to accurately identify and localize pigs in images and video feeds.

• Implemented object tracking to count pigs crossing designated areas and zones in the camera frame.

• ConvertedmodelstoTensorRTforoptimizedinferencespeedonJetsonhardware.Built a FastAPI backend servicetoprovidereal- time pig counts and analytics.

• Technologies Used: Pytorch, TensorRT, FastAPI, YOLO, SAM, SORT MiniGo Language Design 01/2025 — 04/2025

• Part 1 analyzes the syntax and grammar of the go language

• Part 2 Checks errors like current IDEs

• Part 3 converts Go code to Java Byte Code to run on the JVM (java virtual machine) and prints the results CV-BUILDER WEB 01/2025 — 04/2025

• Developed a web-based CV builder that allows users to create and customize professional resumes.

• Implemented key features such as form-based input, template selection, and PDF export functionality.

• Built using HTML, CSS, JavaScript.

• Designed an intuitive UI/UX to enhance user experience.

• Deploy: CV-BUILDER (You can view website by click on the link) BOOKSTORE WEB 01/2025 — 04/2025

• Developed a web-based Bookstore that allows users to buy and sell books.

• Implemented key features such as form-based input, template selection, and PDF export functionality.

• Built using HTML, CSS, JavaScript.

• Designed an intuitive UI/UX to enhance user experience. R ***.***************@*****.***.**

Phone: +84-086*******

Do Quang Hao

CS Student

hao-do

github.com/elvintop1

Sentiment analyze 1/2025 — 5/2025

Assignment Machine Learning, Dr. Nguyen An Khuong Ho Chi Minh University of Technology

• Using dataset Sentiment140 Dataset.

• Apply all machine learning Algorithm to train, validate and test the dataset.

• Apply finetuning technique to develope our models. R ***.***************@*****.***.**

Phone: +84-086*******

Do Quang Hao

CS Student

hao-do

github.com/elvintop1

RESEARCH EXPERIENCE

A Research about Enhancing Visual Question Answering in Academic Chatbot through Integrating Scene Graph Knowledge with a Large Language Model 2/2024 — 5/2024

Computer Science Thesis, PI. Dr. Thoai Nam Ho Chi Minh University of Technology

• Product Output: A web application that allows users to upload images, ask questions, and generate natural responses.

• Develop a VQA (Visual Question Answering) systemusingscenegraphknowledgetoenhancetheunderstandingofimagecontent.

• Integrate the VQA system into an AI chatbot interface, improving interaction with image data. - Optimize the accuracy and effi- ciency of the VQA system in processing and answering questions based on images.

• Evaluate the accuracy and efficiency of the VQA system in different situations.

• Ongoingresearchchallengesareoutlinedincludingimprovingdetectionrates,handlinghigh-dimensionaldata,lackofrealanomaly data for evaluation, and expanding beyond standard datasets. Quantum Computing in Machine Learning 6/2024 — NOW Computer Science Thesis, PI.Dr. Thoai Nam Ho Chi Minh University of Technology

• Develop a embedding technique for image embedding.

• Visualize a Model with new technique.

• Integrate the system into an AI chatbot interface, improving interaction with image data. - Optimize the accuracy and effi- ciency of the system in processing and answering questions based on images WORK EXPERIENCE

Collaborator at IVS 11/2023 - 2/2024

Currently in a Scientific research at HCMUT 2/2024 - Now Currently learning in AI VIET NAM AIO2024

RELEVANT EXPERIENCE

Collaborator at IVS 11/2023 - 2/2024

Currently in a Scientific research at HCMUT 2/2024 - Now Currently learning in AI VIET NAM AIO2024

AWARDS AND CERTIfiCATIONS

University’s Merit-based scholarship. 12/2023

Academic Incentive Scholarship 2022

ICPC Regional Ha Noi 12/2024

Deep Learning Specialization, DeepLearning.AI 11/2023

Contact this candidate