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Hi there πŸ‘‹ I'm Shah (He/Him) visitor badge facebook linkedin twitter

TL;DR:

πŸ—“ | As of September 2021, I will only be using this GitHub account and all other codes that I maintained on other version control systems (e.g., GitHub Enterprise, GitLab, BitBucket) will be gradually trasferred (or simply copied!) to this account πŸ‘¨πŸ»β€πŸ’» 🧳 😌

πŸ”œ | More codes and documentations will be shared here soon. πŸ˜‰ πŸ₯³

πŸ”— | This account also hosts the shared packages on my online portfolioπŸ§‘πŸΌβ€πŸ’» and the source codes that I developed and shared on MathWorks File Exchange View on File Exchange and Python Package Index (PyPI 🐍)


$ WhoAmI?

I'm Shahrokh (/ΚƒΙ‘:hroʊk/), but usually go by "Shah" and "Sean" πŸ˜‰

Currently, I’m a PhD graduate in Computer Science/Computational Science and Engineering (CSE) in the College of Computing at Georgia Institute of Technology. Prior to starting my PhD, I did two master’s degrees; one in Computer Science at Imperial College London and another in Structural Engineering at University of Tehran. My PhD research is mainly focused on developing Deep Learning algorithms, Reservoir Computing techniques, and data-driven approaches to build reliable predictive models for complex time series forecasting.

Aside from research, I have loved writing codes for entire of my life and had the experience of developing softwares in almost any programming language most people are aware of, such as C++, Python, Java, MATLAB, JS, Julia, and a bunch of others that most people may never heard of, such as Fortran, Perl, Prolog, and even Assembly (Yeah! I know!πŸ˜… but it was not rare back in the day when QBasic and Pascal were still taught in elementary schools)


$ What's the plan?

For a long time in my life, I've been using many different version control platforms including Github, GitLab, and BitBucket, and had various personal and enterprise accounts. But finally decided to stick with the sweet GitHub and migrate everything to here!

I have also started to organize my codes and release them. More information is available in my personal website, where the project section demonstrates a growing collection of the projects I've ever worked on. Moreover, the Download and Teaching sections provide descriptions and links to the source codes of the packages and toolboxes that I've ever developed.


$ Skills and tech preferences

πŸ’‘
πŸ’» Operating System macOS, Ubuntu
⌨️ Editor Sublime Text, Vim
βš™οΈ Programming Languages Python, Java, MATLAB, C++, Perl, Julia, Fortran
πŸ‘¨πŸ»β€πŸ’» Web Development HTML, CSS, JavaScript, Flask, jQuery, Ajax
🦾 Machine Learning TensorFlow, Keras, Scikit-Learn, D3.js, PyTorch, DL4J
☁️ Cloud AWS, Azure ML Studio

πŸ“« How to reach me:


Shahrokh Shahi's Projects

fem_toolbox icon fem_toolbox

A general FEM toolbox to analyze planar (2D) and 3D structures, including trusses, beams, frames, plane stress/strain, and 3D solid structures. The package including a graphical user interface (GUI) and visulization tools to fascilitate modeling and analyzing process. This toolbox can also be employed for educational purposes.

golden_section_toolbox icon golden_section_toolbox

This toolbox provides an interactive visualization of the Golden Section Search (GSS) optimization approach.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

intro_to_esn icon intro_to_esn

This repository includes a simple implementation of Echo State Networks (ESNs)

llmspracticalguide icon llmspracticalguide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

machinelearning icon machinelearning

All Practice Codes for Machine Learning and Computational Data Analysis

matlab-esn icon matlab-esn

A flexible and extensible echo state network framework for Matlab

ml-surveys icon ml-surveys

πŸ“‹ Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

pii_detector icon pii_detector

An application to detect Personally Identifiable Information (PII) in massive text data

polygonfit_optimization_demo icon polygonfit_optimization_demo

An interactive (and extremely efficient) demo toolbox solving an interesting, yet challenging, constrained optimization problem.

pyesn icon pyesn

Echo State Networks in Python

python icon python

All Algorithms implemented in Python

reservoir icon reservoir

Code for Reservoir computing (Echo state network)

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