Computer Vision Machine Learning

NGUYEN THANH DAT

Projects and work experience

Dat Nguyen

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tdat772001

Influence Robotic Arm (processing)

Project Reinforment learning

• Leader

• Built environment in Unity, Built algorithm Qlearning, PPO

• Achieved 0.0175 Policy loss, average 10 value loss Dental caries using Unet

Project Computer Vision – Github Link

• Leader

• Image processing, building Unet model with tensoflow

• Building API base on Flask combine AWS service

• Experiment on private dataset : achieved 70% accuracy Vietnamese Speech Recognition Using Conformer

Project NLP – Researchgate Link

• Member

• Speech preprocessing with pytorch

• Research, building and training model Comformer

• On data : VLSP 2019 and Vivos, achieved WER 0.2 in Vivos test Video Question Answering with Transformer

Project Computer Vision combine NLP – Kaggle Link

• Leader

• Video processing, text processing and bult Transformer model

• On data: achieved BLEU score 80% on the NextQA

Awards & Honour

Public Paper

• Co-author of the article “A Novel Approach for Vietnamese Speech Recognition Using Conformer”(A Novel Approach for Vietnamese Speech Recognition Using Conformer .) Received a scholarship for IUH semesters

• Industrial University of Ho Chi Minh City

Member of AI Club IUH Python

• Visualization, Machine Learning fundamentals

Nov 2022 - Dec 2022

Aug 2022 - Nov 2022

Fed 2022 - Jun 2022

Nov 2022

2019 - Now

Jan 2021 - Jan2023

Education

Industrial University of Ho Chi Minh City

• Bachelor of Computer Science

Aug 2019 - May 2023

ML Engineer

Skills/Interests/Miscellaneous

• Time management, Adaptability and Presentation skills

• Profition with AWS and Microsoft Office: Excel, Powerpoint, Word

• Bronze medal in the university volleyball championship, Badminton

• Interests: Ted-ed, Fitness, Neuroscience, Guitar, Language Proficient in Python and experienced in developing machine Ho Chi Minh, VietNam learning models. Skilled in data preprocessing, model training, and evaluation. Strong problem-solving skills and effective collaborator in team-oriented environments.

Language

• English(fluent speaker) • Germany(beginer speaker) Jan 2023 - Now

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