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Hi there 👋

I am Nikan Doosti
'Nikan' means genuine and good and it's Persian originated name, and 'Doosti' literally means friendship!

About

I am a master's graduate of Computer Engineering (Artificial Intelligence) from Iran University of Science and Technology (IUST) one of the most prestigious universities in Iran.
In my work, I utilize Artificial Intelligence to provide data-driven decision making for different services. Previously, I did a research internship at Max Planck Institute for Informatics at AIDAM group in Germany 🇩🇪, working on applications of machine learning in fabrication. Prior to that, I was mainly focused on classic computer vision, specifically digital image processing.

  • 🧐 I'm interested in devising self-supervised deep learning models for efficient and accurate modeling, and I always love to work on interdisciplinary topics such as intersection of AI and Science/Engineering.
  • 🌱 I'm currently (re)learning C++ and started learning MLOps.
  • 👯 I'm looking to collaborate on PyTorch framework. Meet me on official PyTorch forum: PyTorch Discuss
  • 💓 I'd love to play games, particularly video games. I mostly play Dota 2 and CnC Generals ZH. I am noob in execution (slow body, eyes, FPS, and refresh rate :D), but I plan well!
  • 💬 Ask me about anything, but I don't know how much I don't know. However, I know a bit about AI and Computer Graphics/Vision.
  • 📫 How to reach me: My email nikan [dot] doosti [at] outlook [dot] com (more details on the bottom of home page of my website)
  • ⭐ Giving stars is a small gesture, but it means a lot! So give stars to cool projects.

I follow Github timeline almost everyday (Works as a social media for me :D).


Nikan Doosti's Projects

cad_2018 icon cad_2018

Some of small codes and implementation of modules in Computer Aided Design in VHDL by ActiveHDL

coarsenet icon coarsenet

Modified version of U-net based on "Convolutional Networks for Biomedical Image Segmentation (Ronneberger et al., 2015)" paper.

computer-vision-iust icon computer-vision-iust

This repository contains the assignments of Computer Vision course taught by Dr. Soriyani at IUST

cv icon cv

Source code and updates to my CV in Latex to PDF

data-mining-iust icon data-mining-iust

This repository contains the assignments of Data Mining course taught by Dr. Minaei at IUST

deep-halftoning icon deep-halftoning

"Deep Context-Aware Descreening and Rescreening of Halftone Images" paper implementation.

detailsnet icon detailsnet

A simple CNN network with residual connections as a Generator to improve details of images in cooperation with two Discriminators.

edgenet icon edgenet

A simple Convolutional Neural Network to find edges of images using Canny edge detector result as ground truth

gtk icon gtk

Anything good to know from the chads on the web (reddit, twitter, blogs, etc - no shitty marketing stuff obviously)

k-mci icon k-mci

This is an implementation of K-MCI algorithm in python.

machine-learning-models icon machine-learning-models

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

ndr icon ndr

Official (ugly and hard-to-read) implementation of "Topology Optimization via Frequency Tuning of Neural Design Representations" at SCF21. A clean implementation and corresponding blog and tutorial is under construction.

niklib icon niklib

Copypasta I created during my clueless journey in computer science, devoured by python.

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