Engineer Machine

NGUYỄN MINH ĐỨC

**/**/**** *** *** - Ho Chi Minh 038******* ****************@*****.***

https://www.facebook.com/minhducnguyen1598

ABOUT ME

EDUCATION

WORK

EXPERIENCES

PROJECTS

My interests are Machine Learning, Deep Learning, Computer Vision, and Image Processing. I am looking for active position and environment at my major to improve my knowledge, skills and devote my ability, become a highly professional engineer in near future. Ho Chi Minh City University of Technology (Sept 2016 - Oct 2020) Bachelor of Engineering in Electrical and Electronics Engineering Speciality: Control Engineering and Automation

GPA: 8.17/10.0

Emage Development (Mar 2020 - Jun 2020)

AI Engineer

Training models, reporting progress and results.

Researching (reading, implementing, and improving papers) on Deep Learning techniques for Computer Vision problems.

Intern at DAI PHAT CO., LTD (Jun 2019 - Oct 2019)

Automation Engineer

Researching and designing electrical circuits. Then, build and install electrical cabinets.

Programmable Logic Controller (PLC) programming, controlling systems with different inverters and servos.

Installing, operating the waste water treatment and blow modeling machine Computer Vision based Shrimp Detection & Weight Estimation ( Apr 2020 – Jul 2020)

Graduate Thesis (Defense grade: 8.75/10.0)

Role: Conducted individually

Description: The Thesis includes two tasks: Shrimp detection and Shrimp weight estimation. I used Image processing and computer vision algorithms to determine bounding boxes of Shrimps. Using Neural Network and Machine Learning algorithms (linear regression and power curve function) to perform the relationship between shrimp's features and its weight.

Result: 100% detection ability. MAE: 0.2g and MRE: 3.7% for second task Detection and Classification of Defects on Microchip’s Pins (Mar 2020 - Jun 2020) Conducted at Emage Development

Role: Member of a team of three, in which, I was responsible for data processing, training models and reporting the current progress.

Description: We used some computer vision algorithm for data processing, built Machine learning and Deep learning models to detect and classify the defect on microchip's pin. This project is a contract between Emage Development and Nanyo Corporation.

Result: Completed the first stage with positive result ESSAYS

SKILLS

Face Detection (1 Dec 2019 -20 Dec 2019)

Role: Leader and Presenter of a team with three members

Description: This essay was in the course "Image Processing". We read and implemented papers using MTCNN and Haar- like cascade to detect human face.

Result: Essay Grade: 10.0/10.0

Text Extraction (1 Dec 2019 - 20 Dec 2019)

Role: Leader and Presenter of a team with four members.

Description: This essay was in the course "Computer Vision". We read and implemented papers using Tesseract engine to extract texts from images. Besides, we also built GUI python to run it real time.

Result: Essay Grade: 9.5/10.0

Medical Diagnosis (10 May 2019 - 10 Jun 2019)

Description: This essay was in the course "Intelligent Control" with two partners. We built a Fuzzy Logic Controller to diagnose dengue disease.

Result: Essay Grade: 9.5/10.0

Personalities

Soft Skills

Technical Skills

Responsible High curiosity

Hard working Creative Quick learner

Enthusiastic

Teamwork

Research and analysis

Time management and Planning

Communication

English

Python Matab C PLC

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