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Hi, I'm Goku Mohandas
AI Research • Healthcare • Education
I create platforms that enable people to solve problems.
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practicalAI
Experience
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LinkedIn
AI Researcher
Apple
May 2016 - Dec 2018 · 2 yrs 8 mos
Natural language processing (internal Siri lead).
AI strategy and development (materials science, app store, health).
Member of Apple University’s AI group: ~30 AI leaders from major groups (Heath, News, Siri, etc) focused on strategy, ethics and bias.
Co-Founder
HotSpot
Sep 2015 - Oct 2016 · 1 yr 2 mos
Created a machine learning application to determine real-time high frequency customer locations for taxi drivers to compete with ride services.
Launched in Manhattan with the New York Taxi and Limousine Commission (TLC).
Author
O'Reilly Media
Sep 2016 - Jun 2018 · 1 yr 10 mos
Contributor to Natural Language Processing with PyTorch (textbook) along with Soumith Chintala (creator of PyTorch).
Introduction to Deep Learning Using PyTorch (video series).
Interpretability via attentional and memory-based interfaces.
Research Scientist
Johns Hopkins Medicine
Mar 2013 - Mar 2014 · 1 yr 1 mo
Nanotechnology for regenerative medicine at the Institute for Cell Engineering.
Hot-spot 19F imaging of stem cell transplantation into the intrathecal space (Milan, Italy).
Porous tantalum and tantalum oxide nanoparticles for regenerative medicine.
Education
The Johns Hopkins University
Bachelor of Science (B.S.), 3.86
2012-2015
Machine Learning, Computational Health Informatics.
Hot-spot 19F imaging of stem cell transplantation into the intrathecal space.
Porous tantalum and tantalum oxide nanoparticles for regenerative medicine (first author).
Resident advisor.
Georgia Institute of Technology
Master of Science (M.S.), Machine Learning, 4.0
2015-2016
Deep Learning with Electronic Health Record (EHR) Systems.
2nd place at HackGT.
Winner of data science hackathon by McKinsey.
Winner of MSA Award for most accomplished alumni in the past 5 years of the Machine Learning Masters of Science program.
Portfolio
practicalAI
A practical approach to machine learning.
Website
Deep Learning with EHR
Deep Learning with Electronic Health Records.
Article
NLP with PyTorch
Contributor to 1st PyTorch NLProc book.
Book
Introduction to PyTorch
Introductory PyTorch video series with O'Reilly.
Videos
Interpretability via Attention
Post on interpretability via attentional interfaces.
Article
Splinter
Scalable, machine learning data and model store management tool.
(Discontinued)
The Neural Perspective
Old, discontinued, blog on ML concepts. 3000+ followers on
GitHub
CoderTank
Coding environment with tiered data storage and GPU compute.
(Discontinued)
Hotspot
Surge location preditive analytics for taxis and ride sharing services.
Award
AngelList
Regenerative Medicine
Porous tantalum nanoparticles for regenerative medicine.
Publication