Machine Learning Part-Time
Resume:
Nguyen Quoc Vinh
INTERN/FRESH AI (PART-TIME)
PERSONAL INFORMATION
*********@*****.***
https://www.facebook.com/pro
file.php?id=100************
** ****** **. *, ** Khanh Ward,
District 2, Ho Chi Minh City,
Vietnam
SKILLS
TECHNICAL SKILLS
• Solid knowledge of Machine
Learning and Deep Learning.
• Proficient in Python, well-versed
in frameworks such as
TensorFlow, PyTorch, NLTK,
Transformers, and LangChain...
• Experienced in building and
optimizing AI models, LLMs, RAG
systems, and Vector Databases
(Milvus, FAISS).
• Skilled in developing AI pipelines,
with knowledge of MLflow,
Airflow, and Jenkins.
• Understanding of CI/CD and AI
process automation.
• Researching Prompt Engineering,
improving chatbots and AI
systems.
SOFT SKILLS
• A learning mindset for new things
• Presentation skills
• Problem-solving skills
• Self-learning and research
abilities
CAREER OBJECTIVE
With a strong passion for AI, I am applying for the AI Intern/fresh position to develop my skills and contribute to advanced solutions. As a fourth-year student with a strong foundation in Computer Science, Machine Learning, and Python, I aim to research, implement, and optimize AI models while gaining real-world experience in a professional environment.
WORK EXPERIENCE
AI INTERN 6/2024 - 9/2024
SIU AILAB
• Research & Development: Studied LLMs, Vector Databases, Prompt Engineering, RAG, and AI Agents; attended AI seminars.
• System Development: Designed and optimized RAG pipelines integrated with LLMs.
• Experimentation & Evaluation: Assisted in chatbot evaluation, analyzed feedback, and suggested improvements.
• Reporting & Progress Tracking: Prepared technical reports and provided weekly updates.
LAB LEARNING & RESEARCH EXPERIENCE 11/2022 - Present SIU AILAB
• Attended courses at SIU AILAB.
• Researched advanced AI technologies and emerging AI trends.
• Seminars: Presented and discussed trending AI topics and real-world applications.
• Assisted in AI lab projects, contributing to model development and optimization.
• Participated in AI and scientific research competitions, including AI Challenge HCM
(2022, 2023, 2024), National-Level Scientific Research, and EURÉKA Research Award.
• Conducted research and authored scientific papers on AI. EDUCATION
COMPUTER SCIENCE 9/2022 - Present
Saigon International University
• Current GPA: 3.4/4.0
• Awarded a full scholarship for three consecutive years.
• Credits completed: 103/135 (Available for full-time work from June 2025).
• Achieved A+ in key subjects: Data Analysis, Big Data, Machine Learning, Deep Learning, NLP, Computer Vision, and MLOps.
HONORS & AWARDS
10/2022 Finalist in the AI Challenge Ho Chi Minh City. 2023
First Prize in University-Level Scientific Research, Consolation Prize in National-Level Scientific Research, Third Prize in the Student Startup Competition, and Finalist in the AI Challenge Ho Chi Minh City.
2024
First Prize in University-Level Scientific Research, Consolation Prize in EURÉKA Scientific Research, Consolation Prize in the AI Challenge Ho Chi Minh City, Co-author
• Strong communication and
explanation skills
• Teamwork skills
• Project management skills
• Ability to read and understand
technical documents in English
HOBBIES
Reading books, table tennis
badminton, volleyball.
COURSE PROJECTS
• Predicting COVID-19 Survival Rate
using Decision Trees.
• Psychological Counseling Chatbot.
• Advertisement Click-Through Rate
Prediction using Logistic
Regression, Linear Regression,
Decision Tree, Random Forest,
SVC, etc., implemented from
scratch.
• A math-solving chatbot system for
elementary school students
• Movie Review Classification using
the Mamba architecture.
• Document Retrieval using
Word2Vec, Doc2Vec for extracting
poetry descriptions and
encyclopedia information.
• Student Behavior Recognition in
Classrooms using YOLOv9 – an AI
application for classroom
monitoring and management.
• Question Answering system for
computer science experts.
VICE PRESIDENT
SIU AI CLUB 2023 - Present
• Participated in AI projects.
• Led club activities.
• Mentored AI fundamentals.
• Managed club operations.
of a research paper published at the SOICT International Conference, and ranked Top 5 students at the university.
CERTIFICATIONS
2022 Programming for Everybody - University of Michigan 2023 Foundation of machine learning and deep learning - SIU AILAB 2023 Machine Learning Specialization - Stanford University PROJECTS
AI Backend
CHATBOT FOR MENTAL HEALTH ASSESSMENT OF
STUDENTS IN HO CHI MINH CITY
1/2024 - 6/2024
Team Size 5
Technologies Used
Python, LLM, prompt engineering, FastAPI, OpenAI API, Vector database... My Role in the Project
Researched student psychology, recent LLM technologies, and chatbot enhancement techniques. Implemented RAG and prompt engineering to improve response quality and developed the user interface. ai Backend
IMAGE RETRIEVAL SYSTEM FOR AIC2024 5/2024 - 11/2024 Team Size 5
Technologies Used
Python, Vector database, Mutimodel lanython, Vector database, LLM, Multimodal, Html, Css, Hugging Face, OpenAI API, FastAPI, PyTorch, Transformers...
My Role in the Project
• Researched and proposed solutions, built a vector database, developed a retrieval pipeline, and optimized search algorithms. Leader
APPLICATION OF WEIGHTS & BIASES (W&B) AND
AIRFLOW IN AUTOMATING THE BANANA QUALITY
CLASSIFICATION PROCESS
10/2024 - 1/2025
Team Size 3
Technologies Used
Python, Wandb, Airflow, FastAPI, Ultralytics, Roboflow, Gradio... My Role in the Project
Managed the project and developed an automated pipeline for data inspection, training, evaluation, and model deployment.
Contact this candidate