Computer Vision Machine Learning
Resume:
International University - VN National University
School of Biomedical Engineering - BME (ABET
accreditation) 9/2018 - 2023
EDUCATION
LÝ ANH THY
Final year student at international university have knowledge of computer vision. With the spirit of
enthusiasm, work responsibly and hard to constantly develop new skills and the use of artificial intelligence in care and diagnostic support for disease trends. Identify the problems, extract,
organize, and find solutions to solve
the problems.
Able to use python libraries and
algorithms.
Linear algebra, partial derivative,
probabilities and statistic.
Knowledge of image processing and
developing AI model for computer
vision.
Have knowledge of language
models, transformer, and word
embedding techniques.
Know how to use GitHub and basic
python for Deep Learning
English proficiency
Design 3D model by Fusion 360
Design mechanical and electrical
circuit.
Design posters, presentation on
Canva, GG slide.
Research Skill
Deploying framework
Mathematic knowledges
Computer vision
Project management
Foreign language
Others
SKILLS
*********@*****.***
Go Vap District, Ho Chi Minh City
CONTACT
AI ENGINEER
CAREER OBJECTIVE
Practice to gain experience and enhance the realism of work.
Develop skills in programming, deploying and
applying models in practice
Research and write scientific articles
PROJECTS
Data processing (Noise Removal Image
enhancement Background removal Edge
detection).
Using VGG 16 Inception V3 MobileNetV2
ResNet 50 for classification (Benign &
malignant) and Unet model for mass
segmentation on DDSM, CBIS-DDSM AND MIAS
datasets.
Best result: ACC = 92.78% for classification
Mass segment task, IoU= 92.99%, DC= 91.89%.
Segment whole brain tumor using UNet model.
Classify 2 classes: HGG & LGG using proposed
CNN on BRATS 2020 dataset.
Best results: DC= 91.29% for whole tumor
segmentation; ACC= 90.85% for 2 classes
classifying.
Researching & studying about NLP, and its
techniques.
Presenting, discussing and finding the solutions for the problems.
Building and traning LegalBert, PhoBert on IVS
law data.
BREAST CANCER DETECTION USING DEEP
LEARNING ON MAMMOGRAPHY.
BRAIN TUMOR DETECTION ON MRI USING DL.
QUESTION & ANSWERING CHATBOT ON VIETNAM
LAW.
LÝ ANH THY
*********@*****.***
Go Vap District, Ho Chi Minh City
CONTACT
AI ENGINEER
ADAI FELLOW SCHOLARSHIP 2022 (IVS & VHEC)
Scholarship for research project development with topic
"Breast cancer detection by using DL on mammography." ACHIEVEMENTS
9th INTERNATIONAL CONFERENCE IN VIETNAM ON
THE DEVELOPMENT OF BIOMEDICAL ENGINEERING
BME INNOVATION COMPETITION 2022
Fourth prize: Project about detection Breast Cancer SCIENTIFIC CONFERENCE FOR STUDENTS 2022
International University
Sencond prize and best poster for project "Breast
cancer detection by using DL on mammography."
Fulltext paper and best poster for project "Breast cancer detection by using DL on mammography."
Advisor: Ngo Thi Lua, PhD.
*****@*****.***.**
REFERENCES
Identify the problems, extract,
organize, and find solutions to solve
the problems.
Able to use python libraries and
algorithms.
Linear algebra, partial derivative,
probabilities and statistic.
Knowledge of image processing and
developing AI model for computer
vision.
Have knowledge of language
models, transformer, and word
embedding techniques.
Know how to use GitHub and basic
python for Deep Learning
English proficiency
Design 3D model by Fusion 360
Design mechanical and electrical
circuit.
Design posters, presentation on
Canva, GG slide.
Research Skill
Deploying framework
Mathematic knowledges
Computer vision
Project management
Foreign language
Others
SKILLS
A2DS INTERNSHIP PROGRAMING
WORK EXPERIENCES
IVS INTERNSHIP PROGRAMING
A2DS - IT enterprise dedicated to building
intelligent information systems for eye
care.
Join in dry-eye project includes tasks such
as: label dry-eye videos, build Faster
RCNN and Yolov5 for object detection task
7/2022 - 10/2022
Join MTI
Research, study and present about NLP
course.
Acquainted in virtual environments and
servers
Predict Vietnam Law using language
models.
11/2022 - Now
Contact this candidate