DINH DUYEN BAO DUY

* *** ***, *** *****, District 7, Ho Chi Minh City

096.8888.417 ad095i@r.postjobfree.com

University of Information Technology, VNU Sep 2018 - Dec 2023 TOEIC Listening and Reading

- Score Certificate: 615

2022

Multimedia Communications Laboratory, University of Information Technology, VNU

June 2020 - Oct 2021

Smartvision Technology JSC July 2021 - Jan 2022

OBJECTIVE

- Become a highly skillful and professional developer expertise to dedicate the company development.

- Participate in soft skills courses such as communication skills, team leadership skills, public presentation skills to best serve the upcoming work.

EDUCATION

Major: Computer Science

GPA: 8.33/10.0

CERTIFICATIONS

PROJECT

- Pose2Seg: Detection Free Human Instance Segmentation

- Self-Correction for Human Parsing

- Look into Person: Joint Body Parsing & Pose Estimation Network and A New Benchmark

- YOLOX: Exceeding YOLO Series in 2021

- Adaptive Multi-Vehicle Motion Counting

WORK EXPERIENCE

Researcher

Main responsibilities:

Research about Computer Vision (Image Segmentation, Object Detection) Attend some school and city contests

Run experiments and write papers

Achievement and award:

Top 5 Preliminary round and top 6 Final round of contest AI-Challenge HCM 2020 A journal is published at Signal, Image and Video Processing ( recognized by ISI ) AI Engineer

Main responsibilities:

Collect and preprocess data for Smoke Fire Detection, Action Recognition, Face Mask Detection model Train Smoke Fire Detection, Face Mask Detection, Person Detection model Code Movement Detection model

Optimize hardware using

Test and inference Person Detection using YoloX, Smoke Fire Detection using YoloV5, MediaPipe Pose, Action Recognition, Movement Detection, Weapon Detection. Wrapper model for system

Achievements:

https://www.linkedin.com/in/duy-dinh-155192221

Mismart Intelligent Technology JSC March 2022 - July 2023 The Center of Applied Data Science, FHO June 2023 - Now

- University's Excellent students certificate

- University's encouraging academic scholarship

2019

- University's Excellent students certificate - University's encouraging academic scholarship (2 times)

2020

Application connects to the camera to Detect People in the Region of Iinterest (ROI), Detect Person Carrying Weapon, Smoke Fire Detection and Fall Detection work on Android, IOS and Web AI Engineer

Main responsibilities:

Collect data, overhead imagery data preprocessing for Solar and Wind turbines Code dataloader using overhead imagery and train models for fault detection of Solar and Wine Turbine using model Yolov5 and Yolov5-xview

Code API for object detection (Yolov5) and classification (EfficientNet) models Convert library FieldImageR from R to Python

Build baseline for Precision Agriculture with 6 feature within 1 month Collect data, data preprocessing and train Paddy Disease classification models using EfficientNet Design front-end for Precision Agriculture and Powerline Corridor Survey Research about point clouds and extraction of Power Line Points for Powerline Corridor Survey Code calculate the Safety Distance for Powerline Corridor Survey Point Clouds Optimize algorithm for Powerline Corridor Survey Point Clouds Count trees in the forest with spatial image

Forest health monitoring

Survey arable area

Determine the degree of harm of the pest

Count the number of forest trees with different stages Build the process of afforestation, agricultural crops from soil treatment, selection of varieties, allotment and planting, monitoring of growth and harvesting using a combination of drones and AI Wildfire forecasting using a combination of vegetation index and Machine Learning Estimated timber yield using Point Clouds data

Research and build 3D construction of BTS telecommunications tower from drone photos using OpenSFM, EasyIDP

Calculate information about each antenna mounted on BTS pole including azimuth angle, downtilt angle, size, height

Achievements:

TrungMua application for users to identify pests and schedule watering by drone GAIA for Powerline application to identify hazardous areas electrical safety corridors GAIA for Forestry application for count the number of forest trees forest monitoring, forest density estimation, early warning of forest fires, estimation of harvested timber GAIA for Agriculture application for users to manage fields with the following features: plant stress, plant vigor, canopy cover, waterlogging detection, weed detection, stand count, arable area, pest damage, elevations

SKYEYE application for 3D construction of BTS telecommunications tower Data Scientist

Main responsibilities:

Train model detect detect power meter, indicators using YoloV8, DETR with Resnet50 and Resnet101 Backbone

Train model OCR indicators using PaddleOCR

Achievement and award:

Build pipeline detect power meter, indicators and OCR indicators with 17 images with accuracy on 2 test datasets of 1475 images and 755 images, respectively 97.1% and 97.5% HONORS & AWARDS

- Consolation prize of the AI-Challenge HCM

- Achievement of "Thanh Nien Tien Tien Lam Theo Loi Bac" of school level

- A journal is published at Signal, Image and Video Processing (Scopus)

- Achievement of "Thanh Nien Tien Tien Lam Theo Loi Bac" of faculty level

- University's Excellent students certificate

2021

- Certificate of Merit for students with achievements in scientific research

- Certificate of Merit from the President of Vietnam National University for the achievement of having articles recognized by ISI

2022

Nguyen, Xuan-Duong, Anh-Khoa Nguyen Vu, Thanh-Danh Nguyen, Nguyen Phan, Bao-Duy Duyen Dinh, Nhat-Duy Nguyen, Tam V. Nguyen, Vinh-Tiep Nguyen, and Duy-Dinh Le. "Adaptive multi-vehicle motion counting." Signal, Image and Video Processing (2022): 1-9. Music show " Mo", 2019 Jan 2019 - March 2020

Means of communication Vietnamese, English

Programming Languages C/C++, Python, SQL, R

Machine Learning Pytorch, Tensorflow, OpenCV, NLTK Data Science Numpy, Pandas, Matplotlib

Computer Vision Open3D, Pyntcloud, Rasterio, Pyproj Technology Docker, Linux, Gitlab, Github

Computer Word, Excel, Powerpoint

Soft Team Work, Presentation, Work Plan, Build Product Roadmap PUBLICATION

ACTIVITIES

Event organizers

- Organize yearly events

- Fundraise for orphans

SKILLS

INTERESTS

- Traveling

- Playing game

- Joinning AI Club

- Reading science book

- Researching about technological knowledge

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