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stephan-lenzkye/README.md

<stephan-lenzkye />

$ whoami
Data Scientist | ML Engineer | Open Source Contributor

0x02 Core Skills

Python TensorFlow PyTorch scikit-learn Pandas NumPy

0x03 Current Research Vectors

graph LR
    A[Deep Learning] --> B[Transformers Architecture]
    A --> C[Computer Vision]
    D[Data Engineering] --> E[Streaming Pipelines]
    F[Quantum ML] --> G[Hybrid Classical-Quantum]
    H[Ethics in AI] --> I[Bias Mitigation]
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0x04 Repositories of Note

🧠 Neural Engine 3.4 Custom implementation of attention mechanisms with transformer architecture optimizations.
Python PyTorch CUDA
📊 TimeSeries Forecaster End-to-end framework for multivariate time series prediction using ensemble methods.
Python statsmodels Prophet
🔄 QuantumGAN Generative adversarial network with quantum circuit integration for superior random distribution sampling.
Python Qiskit TensorFlow
📈 FinViz Analytics Financial market visualization tools with anomaly detection capabilities.
Python Plotly Dash

0x05 Recent Publications

  • Hexagonal Architecture for Distributed ML Systems International Conference on Machine Learning Systems, 2024
  • Quantum Feature Maps for High-Dimensional Data Reduction Journal of Quantum Information Processing, 2023
  • Ethics by Design: A Framework for AI Development AI Ethics Symposium, 2023

0x06 Transmission Channels

Github       Twitter       LinkedIn      

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"The goal is to turn data into information, and information into insight."
— Carly Fiorina

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