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aadya940/README.md

Aadya's Portfolio

Introduction

Hi there 👋
I am Aadya, and I am majorly interested in the Mathematics, Programming, building toolchains and libraries that matter.

Tech Stack

  • Languages: Python 🐍, Cython, C
  • Libraries/Tools: Numpy, SciPy, sklearn, Matplotlib, Seaborn, Keras, Tensorflow, Pytorch, and many more...
  • CI/CD: Github Actions
  • Testing: Pytest
  • Build Tools: Makefile, gcc
  • App development: Kivy, KivyMD, Buildozer
  • Databases: SQLite

Experience

  • Google Summer of Code 2024: Participating with the organization NumFOCUS.
  • ML Engineer Intern at Unify AI: Worked on their Python Transpiler API.
  • Core Developer: Code-Developer of the aeon toolkit. Particularly interested in deep learning.
  • Research Assistant: Working at Ahmedabad University on Graph Analytics for Cyber Security.

Personal Projects

  • ChainoPy: A Python package for Markovian Stochastic Analysis. Check out the project. Published in the Journal of Open Source Software (JOSS).
  • chaintools library: Library for Markov Chains in C. Check out the project
  • PyGraas: A Vulnerability Analysis and Restriction Layer for Python Packages. Check out the project

Additional Experience

  • Peer Tutor for Stochastic Processes: Tutored students on topics like Markov Chain Monte Carlo Algorithms, Probability Theory, etc.
  • Deep Learning Models: Experimented with various models including U-Nets, U-Net++, Alexnet, etc.

Other Contributions

SciPy: Implemented scipy.special.softplus Check out the PR.

Contact Info

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  1. chainopy chainopy Public

    ChainoPy: A Python Library for Discrete Time Markov Chain based stochastic analysis

    Jupyter Notebook 13 1

  2. chaintools chaintools Public

    An implementation of Markov Chains in C.

    C 1

  3. pygraas pygraas Public

    PyGraas: A Vulnerability Analysis and Restriction Layer for Python Packages.

    Python 1