AI intern, python, deep learning, machine learning, pytorcch

Vu Minh Nghia

AI INTERNSHIP

PERSONAL INFORMATION

033*******

https://www.facebook.com/nghia.

lee.100402

ad1bxm@r.postjobfree.com

Son Duong, Tuyen Quang

GITHUB

https://github.com/MinhNghia100402

SKILL

MACHINE LEARNING :

• Linaer Regression

• Logitics Regression

DEEP LEARNING : CNN, RNN-LSTM

PYTHON : Python basic, OOP, Pytorch,

flaskAPI

C,C++

CAREER GOALS

My goal is to be able to learn the

knowledge in the field of AI as a basis

to create products with practical

applications. I am always looking for

an opportunity to improve myself and

my knowledge and always work hard

to achieve my goals.

After graduation, I want to be an AI

developer with the knowledge gained after

going through the internship. I want a

working environment where I can improve

my skills

FAVOURITE

Football, Piano

EDUCATION

INFORMATION TECHNOLOGY 2020 - 2024

Ha Noi University of Industry

ACTIVITY

HIT CLUB

HIT is an academic club under the Faculty of Information Technology, Hanoi University of Industry. is a place to exchange knowledge about programming

PROJECT

FACE RECOGNITION -

Technology used : Pytorch, RetinaFace, Arc-Face

• Uses the RetinaFace model to detect faces.

• Use the Loss function ArcFace to calculate Norm2 between two embedding vectors to determine whether two faces are similar or not with a confidence level of 0.7

NAMED ENTITY RECOGNITION -

Technology used : Pytorch, PhoBert

Describe :

• Entity recognition in Vietnamese sentences

• 3 implementers, person, location, organization

• Using transformer network architecture

DETECT RIDERS NOT WEARING HELMETS AND EXTRACT VEHICLE NUMBERS

2022 - 2023

Technology used : Pytorch, YOLOv8, WPOD-NET

• This topic won the first prize in scientific research HaUI 2022-2023.

• Use a custom-labeled dataset (6000+ images) powered by Roboflow, use the YOLOv8 model for training, and change some parameters.

• Use WPOD-NET to recognize optical characters and use algorithms to produce license plate content results that match Vietnamese license plates. WORKING GROUP

• Join Junction X hackathon Ha Noi, implement overlapping detection model

• Join HaUI-NTQ hackathon ( 9-2023)

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