Gabriel Maliakal
Graduate Research Assistant
Lansing, Michigan, United States
Summary
👤
Senior🎓
Top SchoolGabriel Maliakal is a research-driven machine learning engineer with 10 years of experience applying deep learning and computer vision to medical imaging and clinical problems. Currently a Graduate Research Assistant at Michigan State University and a PhD candidate in Computational Science, he blends academic rigor with industry experience from Cleerly and Weill Cornell, where his work on automated cardiac segmentation and TAVR design was presented at SCCT2019. He has interned at NVIDIA on end-to-end autonomous driving models and brings a practical knack for comparing ML outputs to human labels, producing ROC/AUC analyses that inform clinical validity. Comfortable at the intersection of clinicians’ needs and technical solutions, he fills the gap between medical expertise and scalable imaging automation.
10 years of coding experience
4 years of employment as a software developer
Master of Science, Electrical and Electronics Engineering, Master of Science, Electrical and Electronics Engineering at Columbia University in the City of New YorkArtificial Intelligence Nano Degree, Specialization in NLP, Artificial Intelligence Nano Degree, Specialization in NLP at UdacityDoctor of Philosophy - PhD, Computational Science Maths and Engineering, Doctor of Philosophy - PhD, Computational Science Maths and Engineering at Michigan State UniversityBachelor of Technology, Electrical and Electronics Engineering, Bachelor of Technology, Electrical and Electronics Engineering at National Institute of Technology Karnataka
English, Hindi, Malayalam
Github Skills (26)
algorithms7
photoshop6
tensorlayer6
psd6
python6
scientific-computing5
google5
scipy5
imagenet4
dqn4
tensorflow4
object-detection4
chatbot4
reinforcement-learning4
deep-learning3
Programming languages (2)
Github contributions (5)
gtm2122/Optical-Flow-using-Deep-Flow
Jan 2017 - May 2022
Contributions:4 commits, 2 pushes, 1 branch in 5 years 5 months
gtm2122/viewclassification
Jun 2017 - Mar 2018
Contributions:83 pushes, 1 branch in 9 months
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