I am Nikan Doosti
'Nikan' means all the goodness in the world and it's a Persian-Zoroastrian name, and 'Doosti' literally means friendship! and I always try to live up to my name! 😊

I'm a first-year PhD student at Aalto University focusing on AI-assisted Product Development, mainly integration of data-driven and physics-based deep learning in additive manufacturing (AM).
Before this, as an ML engineer, I utilize Artificial Intelligence to provide data-driven decision making for different services. Previously, I did a research internship atMax Planck Institute for Informatics atAIDAM group in Germany 🇩🇪, working on applications of machine learning in digital fabrication. Prior to that, I was mainly focused on classic computer vision, specifically digital image processing.

• 🧐 I'm interested in machine learning, deep learning, physical simulation, and I always love to work on interdisciplinary topics such as intersection of AI and Science/Engineering.
• 👯 I'm looking to collaborate on PyTorch framework. Meet me on official PyTorch forum:PyTorch Discuss
• 💓 I’m always open to collaborate and having a discussion around research, from ideation to dissemination, industry challenges, and even setting up a local server to play Factorio/DoTA2/CS2 and so on!
• 💬 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 emailnikan [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).

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1. ndrndrPublic

   Official (a bit hard-to-read) implementation of "Topology Optimization via Frequency Tuning of Neural Design Representations" at SCF21.

   C++ 2

2. Optimized-MDVRPOptimized-MDVRPPublic

   "Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.

   Python 49 8

3. rasht-school-of-ai/Meetup-Materialsrasht-school-of-ai/Meetup-MaterialsPublic

   You can find the content of each meet up here.

   Jupyter Notebook 8 1

4. Deep-HalftoningDeep-HalftoningPublic

   "Deep Context-Aware Descreening and Rescreening of Halftone Images" incremental modification

   Python 5 1

5. Computational-Intelligence-Fall18/Computational-Intelligence-TutorialsComputational-Intelligence-Fall18/Computational-Intelligence-TutorialsPublic

   This is the repository of codes written in class.

   Jupyter Notebook 42 16