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COMP Sci - Data science
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COMP Sci - Data science

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arrowguy234/README.md

Hi there 👋

I am a data analyst with experience in data analysis, time-series modeling, and predictive analytics using Python and machine learning. I enjoy working with real-world datasets, building forecasting models, and contributing to impactful technical projects.

I am actively seeking Data Analyst / Data Scientist opportunities.


🔍 What I work on

  • Data analysis and exploratory data analysis (EDA)
  • Time-series forecasting and trend analysis
  • Predictive modeling using machine learning
  • Performance evaluation and benchmarking
  • Open-source and scientific computing contributions

🧰 Tools & Skills

  • Python (Pandas, NumPy, Matplotlib)
  • SQL
  • Machine Learning (LSTM, GRU, ARIMA)
  • Data visualization and statistical analysis
  • C++ (scientific computing)

📊 Featured Projects

  • Urban Traffic Time-Series Forecasting
    Spatiotemporal analysis and prediction of traffic speed, inflow, and demand using transformer-based and machine learning models.

  • Transformer Oil Partial Discharge Prediction
    Time-series analysis for infrastructure fault prediction using ARIMA, LSTM, and HMM models to support preventive maintenance decisions.

  • Stock Market Prediction
    Predictive modeling and trend analysis using Bi-LSTM and GRU architectures.


🌍 Open-Source Contributions

  • MOLE Scientific Computing Library (SDSU)
    Contributed a new example by implementing a 2D Schrödinger equation solver in C++, including:

    • Numerical solution of the 2D Schrödinger equation
    • Efficient and modular integration within the existing MOLE framework

    🔗 Contribution: https://lnkd.in/dBdtpyPH


📫 Contact

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    Data analyst with experience in data analysis, time-series modeling, and predictive analytics using Python and machine learning.