Production Line Coder

OBJECTIVES

Seeking opportunities to learn new things to relate to software application and image processing with special interest in handling process, threading, sub-application and image analyze as well as a flexible and challenging working environment for expanding knowledge. I have 5-year experience in software application, image processing and deep learning. Moreover, hardworking and passionate about advanced technologies, I am willing to take an added responsibilities as well as use my skills in the best possible way for achieving the company’s company goals.

Lê Viết Tùng

Phone: 035*******

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

Possition: Software and Image Processing Engineer

1. Smart Inspection System for Mobile Devices

Description

Create main application to control system with multi-thread and multi-process. Communicate with a Robot and device cleaning machine via TCP socket communication. Create connection between main-app and other sub-app via Shared Memory to control and manage processing.

Create sub-application to manage TensorFlow Serving, Triton Serving on GPUs. Create sup-application to control cameras (IDs, See3Cam...). Create sup-application to detect cosmetic defects on devices, auto detect device models. Create sub-application to manage resources of the GPUs, CPU, RAMs... Create a constraint table for flexible settings.

Summary the result for grading and then update to wed server. Deploy deep learning models in TensorFlow Server, Triton Server to optimize GPU resources and decrease time inference.

Create flow chart of the processing time to optimize process and work performance of the machine.

Use development tools and frameworks: Qt-creator, C++, python, docker, Open-CV, deep-learning

(Instance Segmentation, Object Detection, Classification, OCR, scan barcode), MySQL database. Skill Set Utilizes

Evaluate cosmetic grading devices such as: smartphones, laptops or tablets Work with robot and device cleaning machine automatically This system utilizes advanced deep-learning based on machine vision systems for automatic inspection of surface defects such as scratches, cracks Greystone Data System Viet Nam Ho Chi Minh city, Viet Nam Software and Image Processing Engineer 2018 - Present WORK EXPERIENCE

Project Achievements

The system have been sold and gone into production at the FedEx, PCS, Tiger Phone factories. Took responsibility main coder for software application and images processing. Worked closely with US Team on scope of the project. Supported US Team and clients on a regular basis and resolved problems when the error occurred quickly.

Possition

2. Smart Robotic System

Create sub-application to manage TensorFlow Serving on GPUs. Create sup-application to control cameras.

Create sup-application to identify position devices on tray carts. Communicate with an Evaluate Devices machine and device cleaning machine via TCP socket. Use development tools and frameworks: Qt-creator, C++, python, docker, Open-CV, deep-learning

(Instance Segmentation, Object Detection, Classification) Skill Set Utilizes

Description

The robot are designed to automate the tasks of handling and placing products on a production line.

Based on the machine vision system, it allows the robot to identify position of products on the tray carts, pickup up and place them onto the smart inspection system. Project Achievements

The system have been sold and gone into production at the FedEx factories. Took responsibility coder for software sup-application and main coder for images processing. Worked closely with US Team on scope of the project. Supported US Team and clients on a regular basis and resolved problems when the error occurred quickly.

Possition

3. Leadership

Machine learning team

Number of members: 10

Responsibilities:

Get requirements from customer and manager.

Evaluate task details and then assign and encourage members to complete tasks on time. Ensure that the projects are of high quality.

Orient and support members technically.

Train new members.

2022 to present

Programming Languages C/C++, Python

Research Tools QT, Visual Code, SVN, GitHub

OS Linux, Window

Image processing framework Open-CV, TensorFlow, Keras Language Skills Vietnamese (native), English (Basic in working) KEY SKILLS

Outstanding employee of the quarter from the R&D Department at Greystone Data System Viet Nam in 2019.

Outstanding employee of the year from the R&D Department at Greystone Data System Viet Nam in 2019.

Certificate of merit in recognition of outstanding innovation to the speed improvement of IValuate Machine from the R&D Department at Greystone Data System Viet Nam in 2020. Outstanding employee of the year from the R&D Department at Greystone Data System Viet Nam in 2021.

AWARDS AND ACHIEVEMENTS

Ho Chi Minh City University of Technology and Education Major: Electronic & telecommunication engineering technology 2013-2017

EDUCATION

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