Dang Huu Phat

Jobs Analysis and Recommendation

Crawled job postings from TopCV and analyzed them to extract meaningful insights. Trained a salary prediction model and built a personalized job recommendation system.

Technologies: Data Analysis, Machine Learning, Scikit-learn, Python, Git, LLM API, Streamlit

The Video Query System

Built a system for querying events from a massive video repository using text-based queries. Utilized the CLIP, BLIP models to vectorize frames extracted from videos, which are then used for storage and querying.

Technologies: Python, Git, AI, Image retrieval

Air Quality Monitoring

Researched and developed an AI-powered air quality monitoring system using IoT sensors. Engaged over 500 active users across the website platform, Messenger chatbot, and Telegram. Showcased as one of the featured products at the 2024 Youth Fest organized by the Vietnam Youth Union.

Technologies: Apps Script, Cloud Database, Firebase, AWS, HTML/Tailwind CSS, OpenAI API

RAG Chatbot for Legal Support

Designed and implemented a Retrieval-Augmented Generation (RAG) chatbot to provide users with quick access to information on legal rights and gender equality. Utilized AI to process and retrieve relevant legal documents, improving accessibility for underserved communities.

Technologies: Apps Script, Google Cloud Agent Builder, AWS, Vertex AI

Building a Dataset and Baseline Model

Created a multimodal dataset in the field of natural sciences consisting of 20k multiple-choice questions in Mathematics, Physics, Chemistry, and Biology at the high school level. Conducted empirical evaluation of LLMs and LMMs (close source, open source) on the dataset. Training and evaluating baseline models on the collected dataset.

Technologies: Python, Torch, Git, LLM, LVLM

Status: In Progress

UCPC Organizing Committee

UCPC is the largest algorithm programming contest at the University of Information Technology-VNUHCM. Participated in the preparation of problems and test cases for the contest.

Tools Used: C++