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Hermit888/README.md

About me 😁

A Master's student in Artificial Intelligence at USC with a solid theoretical foundation in machine learning and deep learning, as well as end-to-end system implementation capabilities. Undergraduate degree in Artificial Intelligence, with systematic study of machine learning, NLP, data structures, and database systems.

Experienced in AI engineering and data science internships. Previously worked as a data science intern at PetroChina International (America), Inc., building an EIA energy data visualization platform, designing and maintaining an SQL database architecture, implementing an automated Bloomberg data scraping and daily report generation system, improving data processing efficiency and traceability. Currently working as a software engineering intern in AI/ML at Product Manager Accelerator, implementing a FastAPI-based backend system, integrating a Discord chatbot and a Gemini-driven RAG workflow, and completing containerized deployment (Docker). Participated in the design and development of a personalized recommendation system for Certificates of Deposit (CDs).

Academically, currently developing the multimodal deep learning system QianTick for short-term stock direction prediction. The project integrates historical data, financial news text, and technical indicators to simulate complex market and stock dynamics. The system follows best practices in ML engineering, emphasizing modularity, reproducibility, and scalability.

Possesses strong self-motivation and rapid learning ability. Undergraduate minor in Game Design and Research, with interdisciplinary teamwork experience, having participated in the design and development of board games and video games.

Skills 💪

  • Programming Languages: Python, JavaScript, HTML, CSS, SQL
  • Machine Learning: PyTorch, scikit-learn, NumPy, pandas, Matplotlib, NLTK
  • Databases: MySQL, MariaDB, PostgreSQL
  • Web Development: React.js, FastAPI, Streamlit
  • Developer Tools: GitHub, Visual Studio Code, DBeaver, Android Studio, Docker, JSON

Social Media 📱

LinkedIn: https://www.linkedin.com/in/yuxuan-qian-581ab0266/

Contact 📫

You can contact me at yxqian8@gmail.com

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  1. Summoning-GAME Summoning-GAME Public

    Final project for HUM 372 Interactive Storytelling

    Game Maker Language

  2. Write2Predict Write2Predict Public

    A web that combines Pytorch and Streamlit for real-time handwriting recognition

    Jupyter Notebook

  3. Discord-RAG-FAQ-Chatbot Discord-RAG-FAQ-Chatbot Public

    A backend system for a Discord chatbot with RAG

    Python

  4. Job-Matcher Job-Matcher Public

    A web that helps users analyze a job posting, extract the most important keywords, assign weights to those keywords, and calculate how well a resume matches the job.

    Jupyter Notebook

  5. Naive-Bayes-Classifier-for-Google-Play-Store-Reviews Naive-Bayes-Classifier-for-Google-Play-Store-Reviews Public

    Naive Bayes Classifier to predict the user's rate based his/her comments on google play store reviews

    Python

  6. EIA_visualization EIA_visualization Public

    Energy Information Administration (EIA) production visualization. It contains basin map images and interactive graphs.

    Python 1