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iashyam/README.md

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Introduction

Driven by a deep passion for physics and strong programming skills, my enthusiasm lies at the heart of solving complex problems, particularly in statistical mechanics. While my programming skills are robust, my true devotion is to the world of physics. I am committed to utilizing my programming insight to push the boundaries of what is possible in this exciting discipline.

Work Experience

McDermott International- Associate Structural Engineer (July 2024- )

  • Record and manage weight data and create weight control reports.
  • Create and analyse a database from the weight control team.

Education

Institute Degree Year
IIT Madras MSc. Physics 2022-24
Delhi University BSc. (H) Physics 2019-22
Vardhman Mahaveer Open University Certificate in IT 2017
RSBE Higher Secondry 2019
RBSE Secondry 2017

Physcis Projects

Self Propulsion of Active Droplet Under Chemical Reaction

  • Showing Liquid-Liquid Phase Separation (LLPS) in Binary Fluid using Active Model H.
  • Implemented Spectral Method to solve coupled differential equations in three fields and simulate their dynamics in Python.
  • Simulated the self-propulsion of an Active Droplet under a dilute chemical field and low Reynolds’s number approximation.
  • Simulated the self-propulsion of an active Janus Droplet, and analysed the effect of environment on propulsion speed.
  • Simulated the self-propulsion of an active Janus Particle, by extending the droplet theory using Fluid Particle Dynamics.
  • Developed a generalised code and algorithm to explore self-propulsion using conserved field dynamics and low Reynolds’s number approximation.

Monte Carlo Simulations

  • Implemented Metropolis Algorithm to simulate the Ising Model in python.
  • Verify the phase transition in the presence and absence of a magnetic field. Calculated the critical temperature for the 2-D and 3-D Ising models.
  • Showed the temperature dependence of magnetic moment and susceptibility.
  • Tested the model for various scales and verified the scaling hypothesis.

Simulatios for Ensambles

  • Micro-canonical Ensemble simulation: Showed the Maxwellian distribution of velocity among hard spheres in a box with weak interactions. Used Newton’s Laws to simulate the dynamics.
  • Leonard-Jones Fluid: Did the simulation for hard-spheres in a box interacting through Leonard-Jones potential.
  • Canonical Ensemble simulation: Applied the Thermostat method to fix the temperature of Leonard-Jones Fluid. Showed phase transition in the fluid.

Other Programming Projects

Serial Port Reader

  • Reading continuous data from serial port using Arduino.
  • Storing the data in Excel sheets.
  • Elementry analysis of data using Pandas and plotting the results.
  • Designing a GUI to automate the process.

Worlde Bot

  • Uses information theory to solve wordle puzzles.
  • Uses Pandas and other data analysis tools to minimize the number of guesses.

Cricket Records Dashboard

  • Uses Data Cleaning and Transformation Skills.
  • Builds an interactive GUI Application for displaying the sorted records according to filters set by the user.
  • Provides backend support for the GUI Application.

API Based Project

  • Getting data using Blogger API. And extracting relevant data using JSON.
  • Getting data and posting on Instagram using Meta API.
  • Building automated software for posting on Instagram whenever I post a new blog.

Machine Learning Based Project

  • Training a simple Neural Network to find the roots of a polynomial equation.
  • Training a simple Nueral Network for solve 1-D diffrential Equation.(UF)
  • Handwritten digits recognition program with Keras's Neural Network ($97%$ Accuracy)
  • Huston's House price prediction platform. (Submitted in Kaggle competition.
  • More to be added in future.

Web Development Based Project:

  • Simple portfolio or someone in a modeling career.
  • Adding small features and developments to my own HUGO website.
  • Built a small website for myself using HTML and CSS.
  • More to be added in the future.

Other Self Projects:

  • Lisaajoo’s figures: An interactive GUI software to draw Lisaajoo’s figures for any general case.
  • Web Scrapper: A web scrapping tool that automatically creates a new GitHub repo on my account whenever I start a new project. It works on the Linux platform and uses Linux shell scripts.
  • Sudoku: Made a simple sudoku game using GUI in Python.

Technical Skills

Languages: Python, C++, HTML, CSS. JavaScript, SQL

Technology/Frameworks: Linux, Latex, GitHub, WordPress

Skills: Deep Learning, Data Analysis, Data Mining, Statistics

Awards And Achievements

  • INSPIRE Award by Department of Science and Technology, Government of India

  • Meritorious Award by the Department of Physics and Astrophysics at the University of Delhi

  • Merit Scholarship by Board of Secondary Education, Rajasthan

Leadership

General Secretary, The Poetry Society, St. Stephen's College

  • Organised Open mics and Open Poetry Discussions.
  • Putting together a team and guiding people for the annual fest of the society: Traverse.
  • Built, designed, and set up the society blog Ellipses.

Experience

  • Teaching Assistant: Personal And Professional Growth Course, IIT Madras
  • Freelance Teaching: Learn with PKB

Certificates

  • Data Analysis from LinkedIn Learning
  • SQL intermidiate from LinkedIn Learning

Hobbies and Extra-curricular

  • Running a literary blog consistently for about four years.
  • Reading books and articles
  • Writing poems and stories
  • Expressive Arts, painting and sketching.
  • Interested in Literature and Linguistics
  • Interested in Philosophy and History

Contact Me:

Pinned Loading

  1. Computational-Physics Computational-Physics Public

    This Repository contains all of the topics I have covered in my undergrad Computational Physics course and also all of the topics about this subject I have learned on my own.

    Jupyter Notebook

  2. Computation-QM Computation-QM Public

    BSc. (H) Physics, V Sem, Computational Lab for Quantum Mechanics class

    Jupyter Notebook 1

  3. Mp3 Mp3 Public

    This is a collection of all python programmes done in MPIII lab, SEM IV.

    Jupyter Notebook

  4. Lissajous-Figures Lissajous-Figures Public

    This is a program to draw Lissajous figures for any general case of phase difference, frequency or amplitude. Hope you enjoy

    Python 1

  5. Matrix-Method-for-SE Matrix-Method-for-SE Public

    This is used to solve schrodinger equation and Hemiltonian igon value problems!

    Python

  6. StatMech-Lab StatMech-Lab Public

    Statistical Mechanics Lab Experiments

    Jupyter Notebook