Data Science Enthusiast
Archive 2024

Selected Artifacts

A clinical curation of data science initiatives, ranging from predictive financial modeling to neural architecture visualization. Built for precision and performance.

Predictive Liquidity Mapping Viz
Python TensorFlow

Predictive Liquidity Mapping

Engineered a multi-layered LSTM network to predict intra-day liquidity shifts across emerging markets. Achieved a 94.2% precision rate using synthetic noise reduction.

Neural Architecture Viz
PyTorch D3.js

Neural Architecture Viz

An interactive real-time visualization suite for interpreting weight distribution and backpropagation flows in Transformer-based models.

code
Urban Health Distribution
Pandas Scikit-Learn

Urban Health Distribution Models

Geospatial analysis of health outcome disparities in metropolitan areas using random forest regression and ensemble learning techniques.

deployed_code

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