Computer Vision Machine Learning
Resume:
*/**** - */**** ******** Technical University-Kharkiv Polytechnic Institute
Automation and Computer-Integrated Technologies
* ***** ******** ***: 93.6/100
**/**** - */**** ******** Technical University-Kharkiv Polytechnic Institute Automation and Computer-Integrated Technologies
Master GPA: 91.3/100
June 2014 - 2020 Faculty-Laboratory
Technical-support
Main responsibilities:
- Solder circuits board
- Program microcontroller
April 2020 - June 2021 JAVIS ENTERPRISE
AI-developer
Main responsibilities:
- Making dataset of the images to training on Yolo-tiny
- Develop detection model(Yolo, segmentation) to integrated into flask-server
- Research method segmentation to detect sky area (Using mxnet and gluoncv)
- Research method detect mask/unmask face
- Testing performance and accuracy of product: temperature, FPS
- Setup OS and environment on embedded-computer like Raspberry Pi, Jetson nano, Jetson Xavier.
- Connect thermal camera on Breakout board and Pure thermal to embedded computer
Ngo Manh Cuong
AI teacher, AI engineer
Date of birth: 20/11/1995
Gender: Male
Phone: 033*******
Email: ***************@*****.***
Address: Hai Duong, Vietnam
Website:
OBJECTIVE
Working in the field of image processing and further more in field of Computer Vision Working in the field of embedded programming as well as working on electronics, circuit design, and developing IoT systems,
EDUCATION
WORK EXPERIENCE
https://github.com/ngomanhcuong2110
- Develop Arduino code to making Sound alert device with arduino nano and Sound sensor
July 2021 - Sep 2024 FPT IS
Data-backend developer
Main responsibilities:
- Develop application for auto-reconciliation process for banking
- Maintain backend service for system student card
- Encrypt data by using AES 256CBC
- Setup environment and MongoDB
- Dockerize and deploy
July 2022 - April 2023 Reactplus(Freelancer)
AI- Computer vision devloper
Main responsibilities:
- Develop application support time-keeping using facial recognition
- Using Google OCR service combined with algorithm to get information from multiple insurance contracts
- Research paper
Sep 2024 - Now Thang long university
AI- Computer vision rteacher
Main responsibilities:
- Teaching AI, computer vision, machine learning, deeplearning
- Reseach at AI lab
2014 1st place Olympian "Linear algebra" in university 2016 3rd place Olympian "Circuit Theory" in all Ukraine 2018 26th place Olypian "Control theory" in all Ukraine Programing Python: 2 years(Mostly about library openCV, dlib, Pillow, Pytorch Tensorflow...)
C++: 4 years(For programming on microcontroller like STM, AVR and graphics)
VHDL: 1 year
Basic knowledge about Machine Learning
Julia, Matlab, Nodejs
Docker
Electronic Have experience working with sensors,electronic components.. Design PCB board on Altium Designer
Soldering
English B2 upper intermediate
HONORS & AWARDS
SKILLS
Rusian Good conversation
ADDITIONAL INFORMATION
Project
Hardware-software complex for EKG processing
Work with Arduino board and ad8232 sensor
Algorithm Principle Component Analysis (PCA)
Using Python to analys HRV signal
MAIN PROJECTS
Putter swing analysis
(April 2020 - November 2020)
Customer Japanese customer
Description
Analysis putter swing to suggest good swing motion and evaluate putter performance.
Setting up three positions of the camera to get three-angle about the state of golf putter, swinging process, impacting angle and with calculation, we could predict the orbit of the ball and after that give a suggestion to each person to get a better record.
Team size 6
My position Developer, Supporter
My responsibilities Develop model, making dataset for researching Technologies used Yolov3, opencv,
ThermoAI Detection
(April 2020 - June 2021)
Customer Japanese customer
Description
Make device to detect people who has fever.
Using thermal camera lepton flir v3 and Sony IMX219 camera with embbedded computer like Raspberry Pi and Jetson we can take thermal image and RGB image and detect face position and temperature then map together to make alert about high-fever
Team size 6
My position Developer, Supporter
My responsibilities
Develop model, making dataset for researching,
Setting up hardware OS, connect the thermal camera to embed computer Testing performance of the product: temperature, fps, accurate with distance Technologies used Yolov3, Flask server
Device: sensors, raspberry pi, jetson nano, jetson xavier OMICMS-Reconciliation
(August 2021 - Now )
Customer Bank Taiwan
Description Automation reconciliation process of bank to Napas system Team size 6
My position Developer - Technical consultant
My responsibilities Develop method auto reconciliation using pandas Design API for UI
Encyrpt result by aes 256
Tranfer file data via SFTP server
Dockerize wepapp
Technologies used Pandas, Flask, pycryptodome, Mongo DB, Docker OMICMS-Studentcard
(January 2022 - March 2022)
Customer Bank in Vietnam
Description Release card for student
Team size 4
My position Developer
My responsibilities
Develop features to get information from students and then upload it to DB Get data from Oracle DB
Technologies used Node js, oracle
Insurance OCR
(April 2020 - November 2020)
Customer Japanese customer
Description Using Google OCR service combined with algorithm to get information from multiple insurance contracts
Team size 6
My position Developer
My responsibilities Develop algorithm to detect and get information from Google API Technologies used Google Cloud vision API, Django
BIDV core card
(Novmeber 2020 - August 2024)
Customer BIDV
Description Using IBM datastage and IBM cognos to create financial statements Team size 6
My position Developer
My responsibilities
Develop SQL query statement to query data from multiple databases Develop form by IBM cognos
Business analysis
Technologies used SQL, IBM datastage,IBM cognos
Teaching
(August 2024 - Now )
Customer Student
Description Teaching Python, Machine learning, Computer vision, AI at Thang Long University
Team size 1
My position Teacher
My responsibilities Teaching
Technologies used Python, AI library
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