Machine Learning Computer Vision

CONTACT INFORMATION

+843*******

# ******************@*****.***

§ tinh2044

U AI-and-Math

KNOWLEDGE

ML & D: Supervised/unsupervised

learning, model evaluation, building

and training a model, transfer learning,

deployment.

Computer Vision: Image/video

processing, classification, detection,

segmentation, pose estimation.

NLP: Text preprocessing, embeddings,

classification, NER, Seq2Seq models.

SKILLS

Data & Analysis: NumPy, Pandas,

Scikit-learn, OpenCV, Scikit-image,

Matplotlib, Seaborn.

Deep Learning: TensorFlow, PyTorch,

Hugging Face Transformers, Ultralytics,

MediaPipe, ONNX.

Applied AI: Building end-to-end ML/DL

pipelines, Model deployment &, Tools

& Platforms: Docker, Google Colab,

Wandb.

Version Control: Git.

CERTIFICATES

Samsung Innovation Campus—Artificial

Intelligence (2024) Completed an AI

course: ML, DL, CV, NLP, and model

deployment.

freeCodeCamp – Machine Learning with

Python (2024) Covered

supervised/unsupervised learning and

neural networks.

NGUYEN CHI TINH

AI INTERN

EDUCATION

HO CHI MINH CITY OPEN UNIVERSITY

Major: Computer Science - Otc 2022

Currently, I am a 3rd year student

WORK EXPERIENCE

TEKY HOLDINGS

Position: Part-time Lecturer. Teaching Web and game programming for children aged 10 to 16 years old

Experience: Public speaking skills, familiarize yourself with the company workflow.

References : Nguyen Phuong Ha Lan Anh, *******@****.** PROJECTS

Plant Disease Classification

Developed an AI application to classify plant diseases through leaf images.

Technologies: TensorFlow, FastAPI, React, Docker

github.com/tinh2044/PlantDisease_classification

Read Student Card

Built an application to extract key information from student cards using image processing.

Technologies: Ultralytics YOLO, Transformers, PyTorch github.com/tinh2044/ReadStudentCard

AI Resources

Curated a collection of AI learning materials, including books, courses, and research papers.

github.com/tinh2044/AI-Resource

Electra-VNJob-NER

Adapted the Electra model for Named Entity Recognition tasks on Vietnamese job postings.

github.com/tinh2044/Electra-VNJob-NER

Bart-SalaryRange-Pred

Developed a BART-based model to predict salary ranges from Vietnamese job descriptions.

github.com/tinh2044/Bart-SalaryRange-Pred

SignBart

Created an efficient model for isolated sign language recognition and proposed SignBart, a BART-based encoder-decoder architecture. Technologies: PyTorch, BART, Skeleton-based Modeling github.com/tinh2044/SignBart

YOLO12-UnderWater

Developed an object detection toolkit optimized for underwater environments using YOLOv12.

Technologies: PyTorch, YOLOv12, Gradio

github.com/tinh2044/YOLO12-UnderWater

AWESOME-NLP-PAPERS

Compiled a comprehensive list of NLP research papers, models, datasets, and tools.

github.com/tinh2044/AWESOME-NLP-PAPERS

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