Machine Learning Generative Ai

Truong Xuan Duc

Ha Dong, Hanoi *************@*****.*** 034-***-**** github.com/truongduc0110 About Me

• Date of Birth: October 1, 2003

• Hometown: Dien Chau, Nghe An Province

• Personality: Friendly and cheerful, able to work under pressure, responsible, self-learning ability, problem-solving skills

• Passionate about AI field with foundational knowledge in ML, DL, NLP, LLM, MLOps; basic knowledge of Web development (HTML, CSS, JS). Capable of building basic websites

• I am a final-year student (thesis remaining), available for full-time work. Aspiring to work in AI fields (Research, Generative AI, Machine Learning). Willing to work in various positions within the company (DevOps, Backend, AI) if needed, not afraid of challenges

• Interested in working with: Automation (n8n, make), Chatbots, Generative AI, researching applications of new AI technologies (for non-AI specialized businesses); Deploying models from machine learning to deep learning into production, deploying AI models to cloud, optimizing model algorithms (For tech and AI specialized companies)

Education

Posts and Telecommunications Institute of Technology, Hanoi, Major: Information Technology

10/2021 – Present

Courses: Stanford CS224N: NLP with Deep Learning, various courses on ML/DL/NLP/MLOPS Knowledge: Knowledgeable in ML, DL, NLP, LLM, MLOPs. Basic knowledge of LLM fine-tuning, regularly reading papers, staying updated with AI knowledge and knowledge of data structures algorithms, object-oriented programming, databases.

Experience

Major assignments completed: Data crawling from websites (tiktok.com), data processing, topic classification, using machine learning and deep learning models to solve classification, regression, clustering problems... Internship at Military Research Institute (6 months):

• Data processing for model training

• Learning about large language model architectures, NLP, algorithms for Vietnamese text suggestion and error correction for military applications

• Fine-tuning and LLM fine-tuning techniques for Vietnamese language tasks (Vietnamese error correction, summarization, etc.)

• Deploying models from HuggingFace or Ollama to servers Internship at Kien Long Bank (6 months):

• Training and evaluating financial fraud detection models

• Automation project for attendance tracking using N8N, Automate

• Internal HR chatbot project for the company

AI Contest (Reinforcement learning competition organized by PTIT) Achieved third place. Programming Languages

Programming Languages: C++, Python, Java

Libraries/Frameworks used: HuggingFace, OpenCV, Scikit-Learn, Keras, TensorFlow, NLTK, underthesea Tools: Github, Docker, Large Language Model APIs (Gemini, GPT, etc.) Databases: MySQL, MongoDB, PostgreSQL

Projects

RAG Chatbot for Bookstore Website GitHub Link

• Chatbot capable of answering queries from database with short response time. Additionally can answer unrelated questions and respond to predefined questions quickly. User-friendly interface with voice recognition functionality

• Libraries/Frameworks used: Langchain, Flask, FastAPI, etc.

• Model used: vinallama-7b-chat

Bakery Website GitHub Link

• Participated in building user chatbot, Agent chatbot capable of automatically querying database using N8N and Gemini API

• Chatbot permission management, building management chatbot capable of full database queries

• Automated news page scheduling with automatic crawling, automatically updating managers with latest news from reputable sources. Auto-updates when website changes CSS selectors

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