Information Technology, Machine Learning
Resume:
NGUYỄN TƯ THÀNH NHÂN
Expect to take advantage of Computational Thinking and Critical Thinking to become an Artificial Intelligence and Machine Learning expert. Utilize knowledge acquisition to create worthwhile projects University of Information Technology
I am currently a junior in honor program at University of Information Technology, VNU. My major is Computer Science.
GPA: 8.9/10
2020-Present
Vo Nguyen Giap Gifted High School
I am a former student majoring in Mathematics at Vo Nguyen Giap Gifted High School.
GPA: 8.8/10
2017-2020
CONTACT
Thu Duc district, Ho Chi Minh city
ngtuthanhan
***********.****@*****.***
PRO SKILLS
SOFT SKILLS
MATHEMATICS
PROGRAMMING
MASSP - Math and Science Summer Program
PIMA - Project in Math and Application
Research Summer Camp
Penn - Computational Thinking for Problem
Solving
Michigan - Problem Solving Using
Computational Thinking
2021
2021
2019
Teamwork, Time Management, Leadership,
Public Speaking
Linear Algebra, Probability and Statistical,
Calculus, Optimization
Programming Language: Python,
C/C++, NodeJS
Frameworks/ Platforms /Packages:
Tensorflow, PyTorch, Pandas, Numpy,
Matplotlib, OpenCV, Docker
System Version Control: Git/ Github
Database Management: MS SQL Server
Others: Latex, Understanding concepts of
OOP, DSA
Odon Vallet Scholarship
Third prize of Vietnam Mathematical Olympiad
Consolation prize of AI – Challenge organized by
Ho Chi Minh City
Second prize of National Mathematical Olympiad
for University Student in Algebra
Consolation prize of National Mathematical
Olympiad for University Student in Calculus
Second prize of AI – Challenge organized by Ho
Chi Minh City
ngtuthanhan
LANGUAGES
Vietnamese, English
2020
2021
2022
EDUCATION
COURSES & CERTIFICATES
ACHIVEMENTS, HONORS & AWARDS
2022
2022
2022
2022
A
A
NHAN
NGUYỄN TƯ THÀNH NHÂN
PROJECT
NGUYEN
REFERENCE Assoc. Prof. Duy-Dinh Le
*****@***.***.**
ACTIVITIES
CS-UIT AICLUB
B2DL-UIT
ELO@UIT K2022
AI Challenge HCM 2021 – Event Retrieval from Visual Data Description: Build a retrieval system for video segmentation taken from 300 hours of news. Our proposed method: Use the CLIP model to extract information from keyframes and text queries. Then use the SCANN model to find the nearest neighbors
My responsibilities: Build a web interface that allows keyframe searches based on text queries. Recognition and Gains: Second prize in the Final Round. BKAI-Naver AI Challenge 2022 - Body Segmentation and Action Recognition Description: Solve the gesture recognition problem based on the provided shorted-video-type dataset through a body segmentation preprocessing task on each frame.
Our proposed method: Train and predict the Body Segmentation subtask with Unet model. To segment the video, use the resulting Body Segmentation. Using SlowFast's video feature extractor to solve the subtask of Gesture Recognition. My responsibilities: Team leader, try out various gesture recognition models. Recognition and Gains: 9th in the Public Test round. AI4VN 2022 - VAIPE: Medicine Pill Image Recognition Challenge Description: Detect and recognize pills found in prescriptions and identify pills not found on prescriptions. Our proposed method: Use FGVC-PIM for classification and Yolov7 for Detection. My responsibilities: Relabel the dataset to improve our performance. Experiment with detection and recognition models. Recognition and Gains: 6th in the Public Test round. AI Challenge HCM 2021 – Vietnamese Scene Text Recognition Description: Text detected and recognized in the wild using various types of cameras. Our proposed method: Use ABCNetv2 to detect text and use VietOCR and SRN for recognition problems. My responsibilities: Collect data and relabel data to improve models to achieve reliable results. Analysis of problems, propose and design a new pipeline.
Recognition and Gains: Consultation prize in the Final Round.
Contact this candidate