Machine Learning Computer Vision

HA

MINH QUAN

Live in: ** district, Ho Chi Minh City

Phone/Zalo: +84-037*-***-***

Email: **************@*****.***

Github: https://github.com/CatKingio

Birthday: 18/12/2002

I am an energetic individual with experience in AI engineering and a strong passion for natural language processing, computer vision. My skillset encompasses constructing AI models, from preprocessing to deploying models. I have a strong passion for literature and a goal to develop my own AI storytelling model. EXPERIENCE

Projects:

AI Virtual Assistant (NLP Transformers,

Pytorch, Chatbot)

github.com/CatKingio/-AI-virtual-assistant-Himeko

Text, speech recognition, Task classification, answering questions, performing tasks like web search, playing music... Building a chatbot system that receives user commands and classifies and processes requests.

Predicting diabetic retinopathy from

images (CNN EfficientNet, Cv2, Django Web)

github.com/CatKingio/oldeyede/tree/master

Preprocessing retinal images using OpenCV, building a CNN model, and creating a web interface connect for doctor predictions.

StockCast - Predicting Specific Stock

Prices (Time Series ARIMA)

Using VNQuant to fetch Vietnamese stock market data for training, visualizing the data, and conducting analysis, building a predictive model using ARIMA for stock price forecasting, and creating a prediction interface.

More about me: https://catkingio.github.io/

CERTIFICATIONS ACTIVITY

(2022) Encouragement award at NTTU AI

Hackathon Using model to predict COVID-19.

Role: Team leader.

(2023) Fourth prize at NTTU Software Hackathon

Using model to Predicting diabetic retinopathy

from images.

Role: Team Manager, Model development.

SKILLS & PROFICIENCIES

Machine Learning/Deep Learning Skills

Image/Audio/Text Classification.

Text Generation, Image/Audio

Recognition, Fine-tuning model.

Hugging Face (HF), Pytorch, HF Dataset.

Data Skill

Data cleaning/transformation/analytics.

Selenium, Scapy. (Craw data). Pandas,

Numpy, SQL

Web Skill

Html, Css, Sass, Js, ASP.NET, Django, UI/UX

My Strength

Python, Pandas, Numpy, Matplotlib,

Pytorch, Scikit-learn

NLP: Transformers, CNN, RNN

CV: Resnet, GANs, Cv2

Project and control tool skill

Jupiter notebook, Visual Studio,

Colab, Git, Github

Soft Skill

Teamwork, Learn continuously, Adaptability,

Time Management, Not afraid of pressure,

Has strong enduring attachment.

Chat GPT Prompts, Quick Resreach

EDUCATION

AI Engineer

Nguyen Tat Thanh University (2020 - 2024)

Vietnam - Ho Chi Minh City

LANGUAGES

English, Vietnamese language

</ AI ENGINEER / INTERN / FRESHER/>

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