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dhairyag/README.md

Welcome 👋

I'm Dhairyashil R. Ghatage, an engineer passionate about scientific computing, algorithms and machine learning.

Latest AI/ML Projects List

Check README for list of folders and repos having various projects.

Introduction

  • Over 12 years of development experience in computational sciences
  • Implemented parallel algorithms utilizing MPI for efficient scientific computing
  • Optimized C++ code for efficient hardware utilization, delivering improved performance
  • Developed quantitative models for algorithmic trading for personal use with Python and Julia
  • Holds Doctorate and Masters degrees with focus on Computational Fluid Dynamics, Numerical Methods, and Statistical Thermodynamics
  • Directed large-scale simulations, providing insightful analytical evaluations and driving collaborative solutions

Machine Learning Projects

Open Source Packages

I have extensively used following packages for particle based simulations to model physical problems-

  • LAMMPS: Molecular Dynamics Simulations
  • SPARTA: Direct Simulation Monte Carlo Simulations
  • SPPARKS: Kinetic Monte Carlo Simulations

The necessary customizations were carried out on the local/lab machine as per the project requirements.

📫 How to reach me:

Popular repositories Loading

  1. subpage_pdf_extractor subpage_pdf_extractor Public

    The extraction of sub-pages from a main web page and converting them into PDF format.

    Python 2

  2. dhairyag dhairyag Public

  3. black_scholes_greeks_cpp black_scholes_greeks_cpp Public

    C++

  4. mnist_week5_era mnist_week5_era Public

    MNIST image classification assignment

    Jupyter Notebook

  5. backpropagation_excelsheet_wk6_era backpropagation_excelsheet_wk6_era Public

    Backpropagation calculations on excel sheet.

    Jupyter Notebook

  6. extensive_AI_reimagined_advanced extensive_AI_reimagined_advanced Public

    Jupyter Notebook