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Aditya Parthiban's Projects

bfloat16 icon bfloat16

This repository contains a Jupyter notebook that analyzes and compares machine learning models using FP32 and BF16 precision. It includes data preprocessing, model training, evaluation, and performance analysis, demonstrating the computational benefits of BF16 without sacrificing accurac

garch-monte-carlo-integration icon garch-monte-carlo-integration

Python project implementing an intraday trading strategy using GARCH for volatility forecasting. Includes technical indicators and Monte Carlo simulations.

real-time-algo-trading icon real-time-algo-trading

This project builds a real-time algorithmic trading system using Apache Flink, Apache Kafka, Python, SQL, and Docker, integrating Alpaca API for market data and trade execution. It features real-time data processing, custom trading algorithms, and sentiment analysis.

seismic-data-visualisations icon seismic-data-visualisations

This project explores advanced seismic data visualization techniques using Python. It leverages libraries like Mayavi and Matplotlib for interactive 3D rendering, attribute mapping, well log integration, structural interpretation, geobody modeling, seismic inversion, AVO/AVA analysis, time-lapse seismic, and geostatistical analysis.

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