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penggenchang/README.md

Welcome to the Profile of Genchang Peng

Briefly Biography

  • 👋 Hi, I’m Genchang Peng @penggenchang
  • 👀 I’m interested in machine learning, signal processing and data analysis for biomedical and healthcare applications
  • 💞️ I’m looking to finding research positions in academic or industrial fields.
  • 📫 How to reach me [email protected], or [email protected].
  • 😄 Pronouns: genchang, Mr. Peng, or hopefully Dr. Peng when I graduate in 2025 Spring.

Noteble Projects (More to Appearing)

1. SEEG-Based Seizure Network Modeling for Pre-Surgery Evaluation

  • Batch-Processed SEEG signals into Pandas files.
  • Utilized directed transfer function (DTF) to model the signal correlations among multiple channels as network graphs.
  • Extracted graph features and performed statistical/machine learning selections to identify notable markers with different patients.
  • Dessiminated in papers to be found at: Google Scholar

2. Coursera Projects for IBM Data Science

  • Completed Python-based projects for IBM Data Science Professional Certificates
  • Delivered a capstone project on Space X Rocket Launching Prodiction, including data collection, data wrangling, data visualization, data analysis and machine learning prediction.

3. Coursera Projects for IBM Data Engineering

  • Completed Python-based projects for IBM Data Science Engineering Certificates
  • Delivered a capstone project on Electronics Product Sales Data Storage and , including database storage, database design and connection, ERD data warehouse design, Apache Airflow monitoring, and machine learning prediction.

Google Data Analytics Professional Certificate

Google Data Analytics Professional Certificate Badge

IBM Data Science Professional Certificate

IBM Data Science Professional Certificate Badge

IBM Data Engineering Professional Certificate

IBM Data Engineering Professional Certificate Badge

Popular repositories Loading

  1. DTF-and-Seizure-Network DTF-and-Seizure-Network Public

    This repository summarizes the basic steps that I have implemented during my research program on SEEG-based seizure network modeling and analysis.

    3 1

  2. testrepo testrepo Public

    R

  3. IBM-Data-Science-Professional-Coursera IBM-Data-Science-Professional-Coursera Public

    This is to upload my work for IBM data science professional in Coursera

  4. penggenchang penggenchang Public

    Config files for my GitHub profile.

  5. IBM-Data-Engineering-Professional-Coursera IBM-Data-Engineering-Professional-Coursera Public