Bui Anh Tuan

*** ***** ** ******, ** Dinh District, Hanoi, Vietnam

+84-969****** adzsu0@r.postjobfree.com

HaNoi University of Science and Technology (HUST) Aug 2021 - Mar 2023

HaNoi University of Science and Technology (HUST) Sep 2016 - Apr 2021

Center of Information and Technology - Bao Viet Bank Dec 2022 - Now

VietNam's Office of SkyMap Global Company Apr 2021 - Nov 2022

Center of Information and Technology- Viettel Construction Corporation in Viet Nam

Apr 2021 - Now

EDUCATION & ACHIEVEMENTS

Master of Applied Mathematics and informatics

CPA: 3.42/4

Major: Applied Mathematics and informatics

CPA: 7.51/10

WORK EXPERIENCE

Principal Data Scientist - Fulltime

Project: Build DataWarehouse System for Bao Viet Bank Aug 2022- Nov 2022: Machine Learning Engineer - Fulltime July 2021-July 2022: Scientific Research Collaborator - Part-time Project: Application of Artificial Intelligence in Satellite Images Main responsibilities

-Building and testing AI models, working with the Machine Learning team at headquarters in Singapore and the data support team in India

- Researching and building AI models for two common problems in satellite images are Object Detection and Semantic Segmentation.

- Working with satellite image processing using GeoPandas, and Pandas libraries. Deep Learning and Machine Learning libraries like Tensorflow, pytorch working with geographic coordinate systems, Geographic Information Systems(GIS)...

Information

- Successfully built two Mark RCNN models for the Object Detection problem and a U2Net model for the Segmentation problems.

- Application of Mark RCNN model for ship detection, aircraft detection Application of U2Net modeling problem for Land Use The land Cover problem, Building Footprint problem, Green Cover... The models are integrated into the website EoFactory.ai of the company Skymap Global. The models are applied to customers in India, Indonesia, Thailand

AI engineer - fulltime

Project: Application of Artificial Intelligence in the Management of Construction works using on cameras IP Main responsibilities

-Research and build AI models for civil construction management problems: Recognition of construction types of equipment, worker recognition, and Personal Protective Equipment detection.

-Work with Nvidia Jetson Nano

Information

-Plan to deploy and install 20 cameras on 2 construction sites B2B andB2C successfully, get the RTSP flow of the cameras to process at thecentralized server. Successful deployment of models built on serversand workstations. Camera processing speed from 20 fps, using 4MBresolution internet IP camera. The compressed identification https://www.linkedin.com/in/anhtuanbui2303/

Elcom Corporations in VietNam Jan 2021 - Feb 2022

Rikkeisoft Company Jan 2020 - Dec 2020

Graduate thesis

Master thesis

Language Vietnamese, English

Programming language Python, Matlab

Skill Latex, Microsoft office, Presentation

modelsTensorRT and Yolo DarkNet have small capacities, ensuring the speedof inference. The results of the AI model are stored at MINio andPostgreSQL, Kafka Server. This project is part of the IOC system. AI engineer - full time

Project: Application of Artificial Intelligence in intelligent transport systems using cameras IP Main responsibilities

- Research vehicle object recognition problem

- The OCR problem applies to the recognition of license plates

- Vehicle attribute classification

Information

This project uses cameras installed on roads and highways to manage vehicles. The project was successfully deployed to a number of provinces and cities such as Hai Duong, Thanh Hoa, Lao Cai, Yen Bai... Vehicle classification identification models, and traffic number plate identification using real data in Vietnam in large numbers, the accuracy of models such as vehicle classification is 91.04% and number plates are 99%, real-time speed reaches 25- 30 FPS

Fresher AI engineer

Project: Research and Build data for self-driving car Project inKorea

- Image processing for self-driving car projects

- Research the image Segmentation and find the contour of the object Project: Research and Build eKYC system (Electronic Know YourCustomer)

- Machine Learning algorithms for image processing

- The problem of determining image quality

- Research the problem OCR as ID card person, eKYC system RESEARCH EXPERIENCE

* Model Fuzzy Energy based Active Contour

Learn the algorithm on the problem of finding the boundary of the object in the image. Study the problem of using fuzzy energy function to find the boundary of the object. Learn problem models, mathematical descriptions, and prove and illustrate algorithms. Use Matlab to illustrate the example.

* Research and build algorithms for recognition and classification in open sets Research algorithms to solve classification and regression problems in open sets. The goal is to have articles related to the content of the thesis. Orientation to use Python to build models and implement algorithms SKILLS

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