Bui Quoc Phong

AI Engineer

I look forward to working at a leading AI company, where I can learn and develop my skills, while contributing to the growth of the AI industry. Accumulate work experience in the field of developing machine learning models and AI systems.

I believe that with my knowledge and experience, I can meet the requirements of this position. I look forward to having the opportunity to work at the company and contribute to its development. PROFILE

07/07/1995

ad48fi@r.postjobfree.com

033*-***-***

Thu Duc City, Ho Chi Minh

City

EDUCATION

HO CHI MINH CITY UNIVERSITY

OF TECHNOLOGY (HUTECH)

ELECTRONICS AND

TELECOMMUNICATION

ENGINEERING

2013 - 2017

The Degree of Engineering

SHORT-TERM COURSE

VTC INFORMATION TECHNOLOGY

AND DESIGN ACADEMY

• Course 1: Python Developer for AI

• Course 2: AI Engineer, Computer

Vision

Hanoi University of Science and

Technology

• Course: Deep Learning

Ho Chi Minh City University of

Science

• Course: Mathematics and

Statistics for Data Science

SKILLS

• Proficient in programming

languages such as Python, C.

• Experience with popular

computer vision libraries and

frameworks, including OpenCV,

TensorFlow, PyTorch, Numpy,

Pandas, and Mathplotlib.

• Solid understanding of machine

learning concepts and deep

learning architectures.

• Experience with image processing

techniques, Neural network, CNN,

RNN, image classification, and

object detection YOLO.

• Proficient in transfer learning

methods, leveraging pre-trained

models such as LeNet, AlexNet,

VGG, ResNet, MobileNet, and

adapting them to new computer

vision tasks, accelerating model

training, and improving

performance with limited data.

• Knowledge of data processing

and data preprocessing

techniques, experience in image

processing, computer vision and

object recognition.

• Experience in Deploying and

optimizing machine learning

models on various hardware and

software platforms.

• Strong mathematical and

statistical skills.

• Experience in programming

microcontrollers: Arduino, ESP,

PIC...

• Excellent problem-solving and

analytical abilities.

• Ability to work both

independently and collaboratively

in a team environment.

WORK EXPERIENCE

Apr 2019 - Jul 2019

ADTECHNOLOGY & SNST VIET

NAM

TRAINEE

• I have been trained SoC (System on Chip) Design flow, Logic design and simulation (Verilog).

• Synthesis with Synopsys DC (Design Compiler) Workshop.

• STA with Synopsys PrimeTime Workshop.

• Design for Test with Synopsys DFTC Workshop.

• Physical Design with Synopsys ICC2 Workshop.

Aug 2019 - Present

ADTECHNOLOGY & SNST VIET NAM

PHYSICAL DESIGN ENGINEER

• Chip Design

• Take gate level netlist from Front End team to do Insertion.

• Insertion SCAN circuits by using Design Compiler (Synopsys). Check quality of Pre/Post DFT netlist.

• Check circuits after Scan Insertion by Formality tool (Synopsys).

• Do ATPG by TetraMax tool (Synopsys).

• Make SDC and release it to STA & PRN team to cooperate to clean timing.

• Do SCAN simulation.

• Do Post ATPG with SDF take from PRN team and Run Simulation with back Annotation and notiming delay case.

• Run Porting patterns for Top Level and run simulation with Post layout netlist.

• Project :

NEPT (On job training)

ELA (7 blocks)

MORI (8 blocks)

PAS (4 blocks)

PICC (3 blocks)

Dec 2017 - Mar 2019

INTEL PRODUCTS VIET NAM

TECHNICAL STAFF

• Maintain and repair Robot arms during Chip testing.

• Check and handle when detecting errors during installation.

• Load BIOS and Debug programs when Motherboard fails.

• Check the operation of the motherboard for the stable Robot.

• Operating machines and providing technical support for Chip electronic components production lines.

• Establishes tactical plans to ensure production schedules are met within established quality and cost objectives.

• Works with engineering teams to solve problems impacting factory operations.

• Understands scheduled and unscheduled equipment maintenance, repair, recovery, troubleshooting, tool quality, and tool run rate. CERTIFICATIONS

• Python Developer for AI

• Deep Learning Foundation

• AI Engineer

LANGUAGES

• English Certificate Aptis ESOL

PROJECTS

Project : Computer Vision

• Name of project : Brain Tumor MRI Classification Using Transfer Learning AlexNet.

• Data Set Description : The purpose of my project is to build Alexnet network for medical image database to classify 4 classes: glioma, meningioma, nontumor,

pituitary.

Training : 5712

Testing : 1321

Image Classification using Convolutional Neural

Networks (CNN):

• Developed an image classification system using CNN algorithms.

• Trained the model on a large dataset of labeled

images and achieved high accuracy in classifying

different objects.

• Implemented the system using Python and popular

computer vision libraries such as Pytorch, TensorFlow and Keras.

Object Detection using Faster R-CNN, YoLo:

• Built an object detection system using the Faster R- CNN algorithm.

• Trained the model on a diverse dataset of images containing various objects and achieved accurate

object detection and localization.

• Implemented the system using Python and utilized frameworks such as TensorFlow and OpenCV.

ADDITIONAL INFORMATION

• Good in self research technical document and

problem solving.

• Able to adapt new working environment quickly.

• Passionate and long-term oriented in the field of AI/ML/DL.

• Able to work independently & team work.

• MS Office Skill.

LIST OF HOBBIES

• Travelling

• Reading books

• Swimming

• Badminton

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