General Manager Data Scientist

Pham Huynh Quang Thanh

AI Teamleader

+849******** Male

**********@*****.*** 31/01/1987

https://www.linkedin.com/in/

thanh-pham-9906a518b/

* **** *********, ****

*, ** *** **** ****,

Vietnam

Objective

- In the short-term: Applying the knowledge and experience from the past 7 years to assert me at work.

- In the long-term: Developing my career with the development of enterprise and society.

Education

NATIONAL CHUNG CHENG UNIVERSITY (TAIWAN) 9/2016 - 01/2018 Researcher

UNIVERSITY OF TECHNOLOGY AND EDUCATION (HCMC) 1/2011 - 03/2013 Master of Science Telecommunication

LAC HONG UNIVERSITY 09/2005 - 10/2010

Engineer of Engineering Electronic - Communication

Work experience

VELOX TECH 06/2021 - Present

AI Team Leader

Responsible AI Team Leader

• Work closely with team member, and PM team to develop production that based on various AI models.

• Build AI model for IOT system that based on AI model and AI hardware in the world.

• Planning and tracking tasks in team

• Meeting with customer

• Analysis requirement from customer

• Mentor for new comer

Projects released for customer:

Build embedded lice counting system

• Clarify requirements with general manager to make Minimum Viable Product (MVP).

• Research and select AI model and AI hardware for embedded lice counting system.

• Plan split embedded lice counting system into sub-project (fish detection, fish segmentation, lice detection project) for whole embedded lice counting system from HW AI to AI model. Responsible building AI model (fish detection, fish segmentation, lice counting):

+ In embedded lice counting system, the AI model will be run on Nvidia Xavier, Rasp Pi4 for segmentation, fish and lice detection corresponding.

+ Make a pipeline from fish detection, and fish segmentation, lice counting for AI model. The embedded lice counting consists of three AI model:

• The YOLOv5 that detect fish in the RTSP stream (from camera under water), next to the fish images will be save on HDD storage.

• From fish images on the HDD storage, the YOLACT model (tensorrt format) that segment fish image into separate fish image.

• From separate fish image, the YOLOv5 that detect and count lice on separate fish image and save the number of lice into report.

• The report will be send government by operator.

FREELANCER 07/2019 - Present

AI Reseacher and Applied Data scientist

COMPUTER VISION PROJECT

Build AI model that detect defect on the building. Responsible building AI model:

• Meeting with customer in order to get requirements (how many classes for AI model ?, how do we annotate image?, how to show MVP for end user ?, etc) and clarify requirements with customer.

• Brainstorming with SW team (back end, front end) to find solutions for integrate AI model into system.

• Support front end, back end to build an web app annotation

• Get image dataset from customer, analysis image dataset (image size, amount image, imbalances class, etc)

• Annotate image dataset for preparing AI model training

• Training and evaluation for AI model (yolov5)

• Make MVP that uses by command line for customer and release AI model (yolov5) for backend. SPEECH SYNTHESIS PROJECT

Text to speech

Responsible building AI model:

• Meeting with customer in order to get requirements (which language for AI model?, how do we get data (text tospeech ?, how to show MVP for end user ?, etc ) and clarify requirements with customer.

• Collect data (text to speech) and data annotator for AI model training

• Training and evaluation for AI model

• Make MVP thats uses command line for customer and release AI model (tacotron) for backend. ELEK COMPANY 07/2019 - 04/2021

AI Team Leader

Responsible AI Team Leader

• Research AI models for computer vision field

• Work closely with BE, FE, PM, PO team leader to develop production that based on various AI models.

• Build AI hardware that suitable for AI models.

• Proposal feature that relative to AI model in order to integrate AI model into customer product.

• Make BOM for AI hardware

Projects released for customer.

1. Face recognition feature for smart factory

Responsible building AI model:

- Brainstorm solutions with FE, BE, PM, PO to integrated AI models (face recognition model) for smart factory. Responsible building AI model:

• Collect face people image dataset from the internet

• Select arcface lost function in order to make face recognition model

• Split face people dataset (70% training dataset, 20% validation dataset, 10% testing dataset) and train AI model with arcface loss function

• Evaluation and tune-in hyper-parameter for face recognition model

• Release face recognition model for BE to implement API 2. Screw counter project for smart company

• Clarify requirements with general manager to make MVP Responsible building AI model:

• Collection crew image dataset (M3, M4, M5, M6 size)

• Annotation crew image dataset (1000 images)

• Split screw dataset (90% training dataset, 10% validation dataset) and train AI model (YOLOv3)

• Evaluation and tune-in hyper-parameter for YOLOv3

• Make API that uses python web framework (FLASK)

• Make MVP to show the number of screw for general manager ROBERT BOSCH ENGINEERING AND BUSINESS SOLUTIONS 01/2018 - 07/2019 Project Component Manager ABS and ESP System

• Requirement clarification and analysis

• Software development, integration and unit testing based on requirements

• Low- and high-level design for software modules

• Execute software development tasks, document results and report problems

• Debugging

• Tasks effort estimation

• Plan and perform software review

• Solve technical problems/queries

• Communicate finding to both technical and no-technical colleagues in order to prevent technical problems/queries

• Mentor junior members (for senior and above positions)

• Planning and tracking tasks

THONG NHAT GENERAL HOSPITAL 01/2014 - 01/2016

Medical Equipment Engineer

• Repairing and maintenance for medical equipment

• Assistant director for hospital quality management

Skills

Operating

System

Windows, Linux

Programming

Language

Python, C/C++

Framework Pytorch, tensorflow

AI hardware Rasp pi4, Nvidia Xavier, Radxa board

Source control SVN, git

Software

Development

LEAN, AGILE

AWS Sagemaker, EC2

Honors & Awards

Scholarship from The Ministry of Education (MOE) Taiwan Scholarship Program

+ Language

Engilish, Vietnamese © topcv.vn

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