Nikan Doosti
Graduate Researcher
Helsinki, Mainland Finland
Summary
👤
Senior🎓
Top SchoolNikan Doosti is a machine learning researcher and PhD candidate at Aalto University with eight years of experience applying deep learning to physical simulation, computational design, and digital fabrication—particularly AI-driven process integration for metal additive manufacturing. He has a proven track record from industry ML engineering to academic research, including a published master's thesis from the Max Planck Institute on physics-informed deep learning for topology optimization. Comfortable spanning end-to-end pipelines, he has led data architecture and low-data modeling efforts in product settings and has founded technical projects for industrial automation and educational software. Nikan is unusually persistent about applying ML to scientific and engineering problems (he began ML work in 2017 despite no formal curriculum), and is actively exploring extensions into drug design and healthcare where physics-aware AI can make tangible impact.
8 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Doctor of Philosophy - PhD at Aalto UniversityMaster of Science - MS, Artificial Intelligence, Master of Science - MS, Artificial Intelligence at Iran University of Science and TechnologyBachelor of Science - BS, Computer Engineering, 18.64/20.0, Bachelor of Science - BS, Computer Engineering, 18.64/20.0 at University of Guilan
Stackoverflow
686reputation
297kreached
16answers
7questions
Github Skills (167)
github10
python10
svm10
lda10
multi-objective-optimization10
deep-learning10
gpu10
spotify10
random-forest10
convolutional-neural-networks10
genetic-algorithm10
github-desktop10
linear-regression10
crossover10
fastai10
Programming languages (12)
Github contributions (5)
Nikronic/Coursera-Machine-Learning
Aug 2018 - Nov 2020
Contributions:116 commits, 19 pushes, 2 comments in 2 years 3 months
Nikronic/Digital-Image-Processing-IUST
Oct 2019 - Sep 2020
Contributions:32 commits, 28 pushes, 1 branch in 11 months
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