Nguyen Duy Ngoc

+ Thu Duc, HCMC 084*-***-*** ï linkedin.com/in/ngocnd2402 # ad46oy@r.postjobfree.com Education

University of Information Technology 2021 - present B.S. Computer Science Current GPA: 8.8/10

Awards and Honors:

Academic Encouragement Scholarships (2 semesters), Computer Science Encouragement Scholarship (2023), Student of 5 Merits UIT (2022), Top 3 HCM AI Challenge (2022 & 2023), Top 5 SOICT AI Hackathon 2023. Work Experience

Multimedia Laboratory UIT Research Assistant Aug. 2023 – Present

• Research on generative AI and multimedia retrieval.

• Developing a photo-editing chatbot with the ability to provide users with aesthetic feedback. Projects

MMSearch Team project 2022 – 2023

• Researched and developed an advanced multimedia search system incorporating multiple state-of-the-art deep learning models capable of handling diverse types of queries, including text, images, object coordinates, human poses, and sketches, with a large video database over 300 hours.

• Utilized FastAPI for Backend, with FAISS and Meilisearch as primary search engines.

• Achieved 3rd place in both the HCM AI Challenge 2022 and 2023, competing against more than 60 teams Vietnamese Handwritten Text Recognition Team project Oct. 2023

• Applied ensemble algorithm incorporating advanced models like ConnerTransformer, Abinet, Parseq, SATRN and VietOCR.

• Achieved top 1 in the public test round and top 5 in the private test round. Chat2edit Team project Dec. 2023 - Jan. 2024

• Developed a system combining LLM (gemini-pro), Deep Learning Models (Grounding DINO, Segment Anything, PowerPaint), and Visual Programming techniques. Enables image editing and video generation from MMSearch-sourced images via natural language commands.

• Leveraged Large Language Models to efficiently process and parse textual inputs, enhancing user interaction.

• Engineered a pipeline capable of accurately identifying specific areas in images for targeted editing. Skills

Programming languages: Python, JavaScript, C++

Web development: Backend(FastAPI/Flask, ExpressJS), HTML, CSS Database: Vector (FAISS, ChromaDB), Relational (MSSQL, MySQL), NoSQL (MongoDB) AI framework: Pytorch, Tensorflow, Langchain, Sklearn, Huggingface, Pandas, OpenCV Experienced with Computer Vision (Detection, Recognition, Segmentation, Tracking, Retrieval, Diffusion) and NLP

(Sentiment Analysis, Fact Checking, LLM, RAG)

Familiar with Git/Github, Docker, Ubuntu

Soft skills: Leadership, Problem Solving, Team Work and Presentation Activities

UIT AI Club Nov. 2021 – Nov. 2023

Member of the Board of Directors

• Hosted lots of workshops about AI and Introduction and instructions for AI competitions.

• Led many AI events such as UIT AI Challenge, AI Temporun and participated in making challenge problems Green Summer Volunteer Campaign Jul. 2022 – Aug. 2022 Vice-captain of the Technology team

• Guided a team in crafting captivating tech toys for children in difficult circumstances.

• Organized numerous educational and entertaining events for children.

Contact this candidate