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Rockefarmer/README.md

Hi there, I'm Qiping (Rockefarmer) Wu

FinTech ML Engineer & Quantitative Analyst | 25+ Years Financial Markets Experience

Specialization

  • ** Time-Series Forecasting**: ARIMA → LSTM → Temporal Fusion Transformers (TFT)
  • ** Financial NLP**: FinBERT
  • ** Bridging decades of market experience with cutting-edge AI**

Background

  • MSc ECE in Software Engineering (Thesis-based) @ Lakehead University
  • BEng @ Tongji University | MBA @ Fudan University
  • 25+ years in financial markets with deep domain expertise
  • Passionate about quantitative finance and machine learning innovation

Currently Working On

Academic Focus:

  • MSc Research in Software Engineering with AI/ML applications for finance

Technical Projects:

  • Financial Forecasting Systems: End-to-end time-series pipelines (ARIMA/SARIMA → LSTM → TFT)
  • NLP for Market Intelligence: Earnings call analysis & sentiment signals using FinBERT/LLMs
  • S&P 500 Predictive Modeling: Quarterly revenue & net-income prediction systems
  • Volatility Strategies: VIX-based trading signals and risk management
  • Scalable Feature Engineering: High-dimensional financial feature development
  • Rigorous Backtesting Frameworks: Robust validation of quantitative strategies

How to Reach Me


Technical Stack

Machine Learning: Python TensorFlow PyTorch Scikit-learn XGBoost
Quantitative Finance: Pandas NumPy QuantLib Backtrader Zipline
NLP & LLMs: Transformers FinBERT

✨ Open to collaborations in quantitative finance research and FinTech innovation

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