Information Technology Full Time
Resume:
Nguyen Cong Tho
AI /Computer Vison Intern
****************@*****.***
13A 5E Road Binh Hung Hoa A ward, BìnhTan
district, Ho Chi Minh City
OBJECTIVE
Short-term objectives:
Develop Practical Skills: To apply and enhance my classroom knowledge by gaining hands-on experience in AI/Computer Vision engineer, further developing skills in computer vision and programming Enhance Communication Skills: To improve my communication skills through regular interactions with team members, stakeholders, and clients, ensuring effective exchange of ideas and information. Learn Industry Practices: To gain insights into industry best practices and workflows by collaborating with experienced professionals and learning from their expertise.
Long-term objectives:
Career Advancement: To leverage the foundational experience gained during this internship to secure a full-time position in your business and contribute proactively to the growth of the organization. Continuous Learning: To engage in lifelong learning, pursuing advanced certifications and courses that align with my career path, and staying updated on emerging trends and technologies. PROJECTS
Insect classification
Jun 2023 - In progress
Your team size 4
Your position in project LEADER, DEVELOPER
Distribute tasks for each member, organize meetings among of team members Manage program source code
Implement training model
Test the source code and fixed bugs
Execute the model
Collect the result then write report to instructor weekly or monthly. Tensorflow, Keras, VGG19 model, Pytorch, Resnet101v2 with attention, opencv, Pillow To classify a dataset which consist of 5 insect species we built 2 model to make comparision Use Pillow and openCV to preprocess data. While Tensorflow and Keras are used for build VGG19 model and ResNet101V2 model to train
Version 1: I built VGG19 model and trained dataset. However the result was not satisfied because of low accuracy while I predict the data
Version 2: I built ResNet101V2 as a base model then I applied attention technique to improve the result. Moreover, I increased the nuimber of samples to train and test the model up to 12 times as the original dataset to collect the necessary information of each species In the future, I can raise a fund to maintain this project by signing up a research project for undergraduate students at my University and write a paper for a periodical about technology Link of source: https://github.com/nguyen-tho/VGG19_Insect_Classification.git 3D Brain segmentation
Feb 2023 - Jun 2023
Your team size 2
Your position in project DEVELOPER
Implement training model
Execute the model
Collect result and write the report
Test the program and fix bugs
Tensorflow, Keras, UNet model, opencv
To segment and predict what issue inside patient's brain we extract the features of each issue such as tumors from 3D brain image dataset (BraTS2020 and BraTS2021) Build UNet model and use Keras training API to train data and receive the result Final result: Athough the result has high training accuracy (more than 90%), some other metrics are lower than some projects which publish in recent years. Future development: Improve the result by changing a new model and apply Transformer for 3D medical images.
EDUCATION
Sept 2019 - 2024 (predicted)
INFORMATION TECHNOLOGY
Saigon University
Degree of Information Technology Engineer
GPA: 3.10/4 (up to now)
GPA: 7.72/10 (up to now)
Result of "Fudamental Computer Vision Subject": 9.3 (A Rank) Graduation essay: 8.3/10 (B Rank)
SKILLS
Programming Languages
Python: I can implement machine learnng models such as VGG19, UNet,.. Moreover, I can learn and use machine learning frameworks for examples Tensorflow,. Keras
Image processing
I have ability to apply some basic image processing functions designed in openCV, PyTorch, Pillow modules
Foreign language
English: I have ability to read English documentation and communication in English basically
Interpersonal skills
Teamwork: I can work together with other people as a team and work independently
Self study: I have ability to study new technologies by myself and apply them to the project
ACTIVITIES
2022 - Now
IC&IP LAB
Member
Research about new technologies which
are relevant with Intelligence
Computing and Image Processing
INTERESTS
Listen to music and podcasts
Reading books and periodical papers
about technology
Reseach new technologies or algorithms
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