Phan Nguyen Thanh Duy

Computer Vision Software Developer

ad26os@r.postjobfree.com 093*******

ABOUT

My job objective is to pursue a career as an AI developer, with a focus on developing intelligent applications and solutions aimed at enhancing the quality of life for the people of Vietnam. Currently, I am majoring in Computer Vision. EXPERIENCE

BAGANG TECH Software Developer

November 2021 – Present HoChiMinh, Vietnam

Job description: Develop the applications for coffee store such as POS, HRm application, Dashboard Projects:

• POS/mPOs (June 2023-Present): Use React Native framework to maintain old features, fix bugs, optimize the efficient for the app. Deploy new features needed such as payment methods, print bills

• Dashboard/ Portal (2021-2023): Use ReacJs web framework to build portal following the design from scratch, deploy and maintain the features needed.

• Insurance Website (2022-2023): Use ReacJs web framework to develop a website for selling motorbike and car insurances online. Some highlight features developed are payment (link with payment APis of banks, Momo payment, Zalo payment), supply the online insurance paper. The official website url is here.

• HRm applications (January 2023-June 2023): This is my full-stack project about HR management application. Detail:

– Front-End is developed base on ReactJS (portal website)/ ReactNative(mobile app). Main features are to help the HR team manage staff’s profiles and timekeeping. The app also forces the staffs to check in and check out inside of the company area only.

– Back-end and Database:.Net 5 and Postgres database.

• Chôm ChômOCRApplication(May 2022 - August 2022): My another full-stack project about the document OCR. Main tech stacks used are React Native, MongoDB, ExpressJS, Google Vision. The application is now available on IOS/ Google Play here

• Develop useful services for software: In the period time working, I also built the services those are helpful to enhance the quality of software, include:

– Developed a Two-factor authentication services to enhance the security for user using NodeJs and PostgreSql

– Developed a Request approval services to approve staff’s request using C# and PostgreSql PROJECTS

1. AN HS-AFM IMAGE ANALYSIS SYSTEM FOR IMMUNE PROTEIN PORES FORMED BY TOXINS. Graduation Thesis Project

June 2023 – Present Project release state: Developing Description: Developing an High-Speed Atomic Force Microscopy (HS-AFM) Image Analysis System to study immune protein pores formed by toxins. The system employs various denoising techniques, including median filtering, destriping, and iterative high-order gradient (IHOG) filtering.

Details:

• Denoising Techniques: Utilizing advanced denoising methods such as median filtering, destriping, and IHOG to enhance the quality of HS-AFM images.

• Segmentation: Implementing state-of-the-art segmentation techniques, including U-Net, YOLOv8, and watershed algorithm, to identify and isolate specific features within the images.

• Objective: The primary objective of the project is to develop a comprehensive analysis system capable of accurately studying immune protein pores formed by toxins through advanced image processing and segmentation methods.

• Current Status: The project is in the development phase, with a focus on refining and optimizing the implemented algorithms for robust and reliable results.

2. VIETNAMESE VEHICLE REGISTRATION / ID CARD OCR Self-Learning Project June 2023 – Present Project release state: Open Beta Description: I created a set of API to retrieve specific information from a Vietnamese vehicle registration card and an ID Card

(Old and newest style supported).

Detail:The proposed system integrates various models, including Yolov5, VietOCR, and computer vision libraries such as OpenCV, MatplotLib, in an effort to achieve optimal performance. The datasets employed in this research are meticulously collected and structured by me.

3. SHOPEE INVOICE OCR (SI-OCR) Self-Learning Project December 2022 – May 2023 Project release state: Open Beta

• The objective of this research is to construct a model capable of extracting pertinent data from Shopee Invoice PDF files. Specifically, the model aims to identify and retrieve important fields, such as name, phone number, and other relevant information, to facilitate commercial operations for businesses.

• The proposed SI-OCR system integrates various models, including Yolov5, Tesseract, and OpenCV computer vision libraries. The datasets employed in this research are collected and processed by the project owners. 4. WEB NEWS TRANSLATION OPENAI Self-Learning Project February 2023 – May 2023 Project release state: Closed Beta

• Developed a tool to translate contents from News websites to another language using the GPT-3 model. EDUCATION

UNIVERSITY OF SCIENCE (VNUHCM-US)

Bachelor of Science in Computer Science with minors in Computer Vision Expected Sep 2024 HoChiMinh, VN

Dean’s List (All Semesters): Cum. GPA: 3.3 / 4.0 (7.75/10) SKILLS

BASE KNOWLEDGE

Deep Learning • Machine Learning Computer Vision

Computer Graphics • Statistics

PROGRAMMING Javascript / Typescript • Python • C/C++ • C# PostgreSql • Microsoft SQL Server • C/C++

LIBRARIES PyTorch • Scikit-Learn • Pandas• Numpy

ReactJS /React Native

TECHNOLOGY Git/Github • Docker • Linux • AdobeXD/ Figma COURSEWORK

GRADUATE

Machine Learning with Python

Bootcamp Front-end Cybersoft

UNDERGRADUATE

Deep Neural Networks with PyTorch

Modern Computer Vision™ Tensorflow, Keras & PyTorch! (UDEMY) SOCIETIES

Vice-head SAB Multimedia (2020-2021)

LINKS

Github:DuypntTN

LinkedIn:Duy Phan

My CV updated at 18/1/2024