WORK EXPERIENCE

NOVODAN COMPANY

TMT COMPANY

Computer Vision Engineer - Remote

AI Engineer- On-site

Jul 2023 -

Present

May 2022 -

Jun 2023

Collaborating, and discussing with the CEO, and teammate to plan to give the most understandable result to the user. Designing and developing user-friendly apps.

Deploy model on a virtual machine

Improving, and deploying a model.

Frameworks: Django, Streamlit

Skills: Communication, Teamwork, AWS

Gains:

Researched, built, tested, trained, optimized, and implemented models.

Found solutions, and debug code.

Collected, pre-processed, and generated data.

Collaborated with product owner and Scrum master to produce high-quality models.

Implemented code for auto-get information in some websites and saved it on MongoDB

Converted a model defined in PyTorch into the ONNX format to considerably increase performance

Process, Generate, Crawl data

ONNX conversion

Model processing; Train models; Test models

Framework: Tensorflow; Pytorch

Gains:

PROFESSIONAL SKILLS

CERTIFICATE

Python

C/C++

Computer Vision

TensorFlow

Pytorch

CNN

Image processing

Flask

DEEP LEARNING WITH PYTORCH:

IMAGE SEGMENTATION -

COURSERA

MACHINE LEARNING:

CLASSIFICATION - FUNIX

MACHINE LEARNING:

REGRESSION- FUNIX

NGUYEN TRONG HIEU

A I E N G I N E E R

I am an AI engineer with more than 1-year experience, I am enthusiastic about embarking on a career as an AI Engineer at your esteemed company. With my dynamic, inquisitive, and creative personality, I am thrilled to contribute to your organization's success significantly. I am dedicated to efficiently completing assigned tasks, acquiring valuable professional experience, and continually enhancing my skills for the betterment of both myself and your company

I confirm that the information provided

in this Curriculum Vitae is true and

accurate.

CONTACT

linkedin.com/in/tronghieung

ad1n7d@r.postjobfree.com

079*-***-***

Communication

Time Management

Problem Solving

Flexibility

SOFT SKILLS

EDUCATION

Sep 2019 -

Jun 2023

Duy Tan University

Achieved Studying Scholarship for top 5% of students who have the highest score

Big Data & Machine Learning GPA: 3.6

Jul 2021 -

Mar 2022

FUNIX COURSE

Achieved scholarship for the top 3 highest entrance test scores Machine Learning GPA: 3.2

GPU computing

Segmentation

Object Detection

Process Data

Crawl Data

GitHub

Teamwork

Linux

INTEREST

Football, Gym.

Play Guitar, Sing, Rap.

Read AI newspapers.

Travel, Go fishing

Jul 2023 -

Nov 2023

PARACEL COMPANY

AI Inter- On-site

Input and output processing, model improvement

Convert AI/ML models into APIs, Modules

Researching and evaluating models

Finding and fixing issues

Working at GitHub

Skills: Use Azure Form Recognizer API, Teamwork

Gains:

DETAIL OF PROJECTS

Mouse Video Analysis ( Jul 2023 - Present)

Project Description: Analyze the direction of the mouse to research the mouse's memory Responsibilities: Detecting mouse and maze. Discuss with client. Apply mathematical formulas to produce the client's desired results. Build user interface

Technologies/Tools: YOLOv8, YOLACT, Django

Elements Detection (Sep 2023 - Nov 2023)

Project Description: Detecting all the elements in the website, and mobile app Responsibilities: Creating the pipeline for the AI part. Researching, testing, and evaluating all the related models

Extract tables in PDF files (Jul 2023 - Nov 2023)

Project Description: Detecting the required table types and convert them to Excel or CSV format Responsibilities: Researching and testing Azure models that can extract tables from PDF files or images. Input and output processing of models

Technologies/Tools: Azure, OCR, Table Transformer

Crawl Data (May 2023 – Jun 2023)

Project Description: Get the necessary information from different Websites, to create large datasets to support works in the future

Responsibilities: Create and implement code for auto-get information in some websites and save it on MongoDB

Technologies/Tools: Selenium, Beautiful-soup

Image Matting (Mar 2023 - Jun 2023)

Project Description: Research background removal process. Build a tool that helps users remove the background in a few seconds, and edit the resulting image Responsibilities: Collect and generate data. Build a model to classify the kind of model. Use Matte Image models in GitHub to research, train, and optimize. Convert model from Pytorch to Onnx Technologies/Tools: Pytorch, Open-cv, MatteFormer, ViTMatte, EfficientNet Read Book By Image (Sep 2022 – Dec 2022)

Project Description: Convert book images from the camera to text Responsibilities: Dewarp the text in the picture, detect book, divide the book into 2 pages, crawl data, and generate data

Technologies/Tools: RectiNet, AGUN, Open-cv, Pytorch Fashion Detection (May 2022 – Aug 2022)

Project Description: Detect the type of clothes by pictures Responsibilities: Collect data, preprocessing data, train model, test model Technologies/Tools: YOLOR, YOLOv5, Nanodet, Open-cv, Pytorch NOVODAN COMPANY Computer Vision Engineer

PARACEL COMPANY Intern Engineer

TMT Company Python Developer

PROJECTS AT SCHOOL

Application Of AI To Intelligent Waste Classification (Feb 2023 - May 2023) Project Description: Build trash cans that automatically classify waste, add points for users when using the service, and increase people's awareness better and better Responsibilities: Preprocessing data, generator data. Train, test, and optimize the model. Technologies/Tools: YOLOv8, Open-cv, Pytorch, Teachable Machine. Classification Of Plants Of Southeast Asia (Feb 2022 – Mar 2022) Project Description: An image classification competition in Kaggle, to classify plants of Southeast Asia by pictures

Responsibilities: Preprocessing data. Train, test and optimize model Technologies/Tools: EfficientNet, Tensorflow, Keras DUY TAN UNIVERSITY AI Engineer

FUNIX AI Engineer

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