Data Science, pytorch, Artificial intelligence, machine learning

Nguyen Tien Dat

NLP Developer Intern

036******* Ho Chi Minh city, Vietnam *****************@*****.*** linkedin.com/Dat Nguyentien EDUCATION

University of information technology, Ho Chi Minh national university 2021 - Expected June 2025 Bachelor of Science in Computer Science (GPA: 3.2/4.0) Ho Chi Minh city

• Relevant Coursework: Data Structures and Algorithms (C++), Artificial intelligence (python), Natural language processing (python), Develop multimedia applications on mobile devices (Javascript)

• Research activity: UIT data science society, UIT@NLP

• Social activity: Union branch secretary

RESEARCH EXPERIENCE

Research in Linguistics computation Jan 2024 – June 2024 Author

• Colaborate with university teachers in the UIT@NLP group to conduct research on Vietnamese Linguistics computation.

• Implemented Pytorch to build a new transformers-based model for Vietnamese, the model performance outperforms other existing method by 1- 5% in accuracy.

• Finish a paper to submit to Association for Computational Linguistics conferences system like EMNLP 2024. PROJECTS

Therapy chatbot React.js, Google AI Studio, Firebase github.com/Herlis

• Led the development of a chatbot for Therapy that help people who needs mental help.

• Engineered and launched a high-performance React application using Tailwind CSS and AWS, scaling to support concurrent users. Our proposal was accepted to participate google solutions 2024

• Implemented a real-time chat feature with AI chatbot based on google’s Gemini using AWS and firebase.

• Participated into GDSC Hackathon 2024 and Google solution challenge 2024. Sematic search application Python, Streamlit, Faiss, Docker github.com/Clip-Image-Retrieval

• Create cutting-edge Image retrieval application to return accurate images that are cut from a video using CLIP and Faiss sematic search algorithm.

• Deploy the app to a server using Docker.

• Take part in HCM Ai challenge 2023 and our system won the Consolation prize (5/60 teams). Teamwork management application. React native, javascript, Firebase, Azure github.com/Group-planning

• Orchestrated the creation of a front-end and back-end integrated real-time teamwork management app with React Native, Firebase, and Azure; shortened task completion time and boosted team productivity.

• Deploy the app to a server using Azure.

UIT data science challenge 2023. Pytorch, Python, Huggingface github.com/fact checking

• Trained a multilingual fact-checking model using XLM-R, the performance outperform every other system in the tournament by accuracy (top 1 in verdict predictions with 94% in accuracy), significantly improving the reliability of the fact-checking process

• Top 4/90 in public test round .

EXTRACURRICULAR

UIT data science society November 2023

Member of training and research committee.

• Enhanced research collaboration: Spearheaded seminars on advanced topics including CLIP model, LORA, Reinforcement Learning, and Transformers, significantly increasing team proficiency and knowledge dissemination.

• Boosted conference participation: Co-authored and published scientific articles in highly-rated conferences, contributing the research team’s publication.

• Mentorship success: Inspired and guided under-year students, leading to their active participation in research and the organization of seminars that provided valuable insights and advanced knowledge to their peers. QuanQuanGCP November 2022 - Present

Coursework

• Learn skills to apply Google cloud service for machine learning and software engineering.

• Link profile: www.cloudskillsboost.google

VIETAI NLP3 course June 2023

Coursework

• Learn advanced NLP .

• Code transformers, GPT from scratch.

HONORS and AWARDS

Consolation prize HCM ai challenge 2023 November 2023 Consolation prize Ho Chi Minh city

• Teaming up with other 4 members compete in a VBS format competition where we have to return accurate video for a query.

• Placed 5/60 teams in the final round.

CERTIFICATES

Coursera’s : Deep learning specialization by Deeplearning.AI January 2023 Link: https://coursera.org/share/deeplearning

Coursera’s : Problem Solving Using Computational Thinking June 2024 Link: https://coursera.org/share/computationalthinking Google cloud skill boost’ s explore data with Looker April 2022 Link: https://www.cloudskillsboost.google/public profiles Google cloud skill boost’ s Analyzing and Visualizing Data in Looker April 2022 Link: https://www.cloudskillsboost.google/public profiles Google cloud skill boost’ s Advanced ML: ML Infrastructure April 2022 Link: https://www.cloudskillsboost.google/public profiles Google Solution challenge submission Febuary 2024

Link: https://drive.google.com/certificate

Skills

Languages: English (6.0 IELTS)

Programming Languages: Python, Javascript, C++, C#, SQL. Development Frameworks: React.js, Flask, FastAPI, Streamlit, Express.js, TensorFlow, PyTorch, Docker Cloud services: GCP

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