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ad4jzp@r.postjobfree.com

About me

I am a highly motivated and experienced AI engineer with a strong academic background in computer science and machine learning. I have accumulated over two years of practical experience working on cutting-edge AI projects. My expertise includes developing and deploying machine learning models, and computer vision applications. I am passionate about staying up-to- date with the latest advancements in AI technology and am eager to contribute my skills and knowledge to drive innovation in the field. With a proven track record of delivering results, I am confident in my ability to excel in the role of AI engineer. TRAN DINH MANH CUONG

AI ENGINEER

ITS - AI Academy (Company outsource product) (06/2022-12/2022) Position: AI Reseacher and Developer (Maintainer) (Team size: 2) Description Recognize licesen plate for Highway with 95% acc on 1 core CPU, infer about 100ms Research and Develop OCR technology

Training model OCR

Optimal model AI

Label data

Develop API OCR

Work

Experience

Maintain 6 project AI

Research and develop AI solutions

Training model AI and optimal model for edge device Deploy model on torchserve,triton

Company: AI Academy - Trang An Complex, Phung Chi Kien street (02/2022-Now) VDS - AI Academy (Company outsource product) (1/2023 - 8/2023) Position: AI Engineer

Position: AI Developer

Description

Research and propose ITS solutions use AI (Counting,estimate velocity,Detection,Tracking) Training model detection,classification

Label data

Contruct pipeline ITS

Serving model on torchseve

Work

Contruct Vehicle Detection System include : counting car,vehicle classification,detect abnormal phenomena Face Recognition APP-AI Academy(07/2022-12/2022)

Position: AI Researcher and Developer (Team size: 2) Description

Work

The system included: Face Recognition and Face Liveness Solve the problem of automatic attendance

Research and deploy some face recognition technique and face liveness model Contrurct face recognition app by QT framework

Height measurement-AI Academy(06/2023-09/2023)

Position: AI Researcher and Developer (Team size: 2) Height mesurement based on kinnect camera and Deep learning technology Provide body parameters and assess health status

Description

Research and deploy AI model,set up height measurement environment Testing some deep learning techniques for the height measurement problem Work

Experience

Car autonomus (09/2021-3/2022)

Position: AI Researcher and Developer (Team size: 3)-Hanoi University of Science and Technology Description

Work

Research, improve model Segmentation and Detection on Edge device, Developing driving assistance systems for autonomous vehicles Model optimization for edge devices

Develop model instance segmentation for robot arm (05/2022-12/2022) Position: AI Researcher and Developer (Team size: 1)-TOW Italy Description

Work

Develop instance segmentation model for grape picking robot Deploy AI models on the ROS operating system

Deploy model AI on Jetson TX2

Improve performance Jetson TX2 when running multi model at the same time Research and Design model Sematic Segmentation based on binary conv neuron network (10/2023-Now) Position: AI Researcher and Developer (Team size: 3)-HUST Description

Work

Develop instance segmentation model for robot two wheels Deploy AI models on the ROS operating system

Deploy model AI on Jetson TX2

Improve performance Jetson TX2 when running multi model at the same time Stable Diffusion Model (2024)

Position: AI Researcher and Developer (Team size: 1) Research and fintune model SDXL

Deploy Foocus app using gen image

Research and Test finetuning SDXL LoRA

Description

Fintune model SDXL

Custom app Foocus

Work

Experience

Knowledge Distilation Technique (2024)

Position: AI Researcher and Developer (Team size: 1) Research KD technique

Training model sematic segmentation by KD

Deploy on ROS

Description

Training model

Building tools train KD

Work

Mixture of Expert Technique (2024)

Position: AI Researcher and Developer (Team size: 1) Research MoE technique

Training model sematic segmentation by MoE

Deploy on ROS

Description

Training model

Building tools train MoE

Work

Skills

Programing languages

Framework AI

Computer vision package

Hardware

Python, C++

Tensorflow,pytorch,paddle,tensorRT

Opencv,pillow,numpy,QT framework

Jetson Nano, Raspberry PI, Arduino

Education

Graduation project: Research and Design Segmentation model for navigation of quadruped robot Engineer: Research,Design optimal navigation strategy for autonomus robot based on deep learning technology and computer vision

Co-author ISI(Q1) paper : IRDC-Net: Lightweight Semantic Segmentation Network Based on Monocular Camera for Mobile Robot Navigation

Author paper : Application of Face Recognition Technique with ArcFace Model to Smart Camera System Author paper: Design of Ultra Fast Semantic Segmentation Model for Autonomous Mobile robot Navigation Ha Noi University of Secience and Technology(2018-2023)-Mechatronics Engineer Band score: N3

JLPT degree (2021-now)

Awards

First prize in scientific research at school level Second prize in national scientific research

Third prize in CodeWar

English

Toeic: 600

Ha Noi University of Secience and Technology(2023-2025)-Mechatronics Master Others MongoDB,docker,deepstream,torchserve,triton,Jetson nano board,ROS1 Research domain

Research and develop model AI for robot navigation

Contact this candidate