- ๐ญ Iโm currently working on Computer Vision and Natural Language Processing;
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I use daily:
- ๐ซ Also have experience with:
- ๐ซ How to reach me: yxu133 at binghamton dot edu
- LinkedIn: https://www.linkedin.com/in/xuyunlong
- 2025.08๏ผ Binghamton University (Master's Degree in Computer Science)
- 2018.08 - Now: Binghamton University (Computer Science, PhD Candidate)
- 2014.09 - 2017.06: Shandong University (Computer Science, MEng)
- 2010.09 - 2014.06: Shandong University at Weihai (Computer Science, BEng)
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Event-Stream User Behavior Prediction (https://github.com/xuyl0104/bitus-ml-predict-api/tree/docker)
Designed recurrent neural networks (RNN/GRU) to predict sequential user actions (view, add-to-cart, purchase) using large-scale event data.
Tech Stack: Python, PyTorch, Pandas, PostgreSQL, Docker, Spring Boot, ONNX.
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LLM-Powered Data & Retrieval Platform (https://github.com/xuyl0104/Research-GPT)
Built a full-stack conversational AI system integrating LLM, prompt engineering, retrieval-augmented generation (RAG), vector search, database, JWT user session control, and cloud persistence.
Tech Stack: React + TypeScript, FastAPI, PostgreSQL, FAISS, AWS S3, Docker + Nginx.
Gained hands-on experience with full-stack data pipelines, API integrations, and scalable deployments.
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Blockchain Ponzi Scheme Detection (https://github.com/xuyl0104/blockchain_ponzi_detection)
Scraped and processed large-scale Ethereum transaction data, applying anomaly detection and feature engineering to identify fraudulent contracts.
Tech Stack: Python, Scikit-learn, Pandas, MongoDB.
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Industry Software Development Experience (https://github.com/xuyl0104/React-Framework)
Delivered large-scale UI frameworks in React and backend services in Java/Spring Boot during my role at a multinational company.
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2019.08 -- Now: Teaching Assistant, Binghamton University
I have been working as a TA at Binghamton University for the past five years.
My job is to 1) help students with their questions on the algorithms and theories in the class, and 2) give topic-related lectures to provide more cutting-edge information about the courses.
Courses: Machine Learning (course capacity: 45), Object-Oriented Programming & Data Structure (course capacity: 70), Algorithm Design & Analysis (course capacity: 42), Computer Architecture (course capacity: 40)
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2017.06 - 2018.06: Software Engineer, Inspur
I developed a UI framework with React. This UI library includes built-in labels, buttons, cards, tables, inputs, modals, notifications, and more elements in various styles.
The UI framework is hosted on NPM and surely boosts your development efficiency.