Sambuddha Ghosal
Missouri, United States
Summary
👤
Senior🎓
Top SchoolSambuddha Ghosal is an applied machine learning researcher and data scientist with nine years of experience translating advanced ML/DL and statistical methods into real-world solutions across healthcare, precision agriculture, and autonomous systems. Currently an Associate Editor and Senior Machine Learning Researcher at Bayer (and postdoctoral alumnus of MIT), he leads projects in digital twins, GxExM interactions, and AI-enabled crop simulations that bridge lab-grade research with field-ready deployments. His work emphasizes explainability and human-in-the-loop systems—examples include a Top-K feature map explainability framework and a semi-supervised few-shot object detector for sorghum yield estimation—anchored by a seminal PNAS first-author publication that has driven app development for farmer-facing disease diagnostics. He has repeatedly secured and led interdisciplinary, agency-funded projects (NSF, USDA, DARPA, AFOSR), and brings hands-on experience building end-to-end ML platforms, sensor-fusion for autonomy, and deployable mobile tools. Notably, he combines deep technical breadth with editorial and mentorship roles, reflecting a rare mix of publishing leadership and product-focused engineering in agri- and medical-ML.
9 years of coding experience
9 years of employment as a software developer
Post-Doc, Post-Doc at Massachusetts Institute of TechnologyDoctor of Philosophy (PhD), Mechanical Engineering, Doctor of Philosophy (PhD), Mechanical Engineering at Iowa State UniversityBachelor of Engineering - BE, Mechanical Engineering, Bachelor of Engineering - BE, Mechanical Engineering at Jadavpur University
Github Skills (8)
keras8
icu7
computer-vision7
object-detection7
deep-learning6
tensorflow5
database4
retinanet3
Programming languages (2)
Github contributions (5)
sghosal93/Solar_System_OpenGL
Sep 2016 - Jan 2022
Contributions:2 PRs, 13 pushes, 3 branches in 5 years 4 months
SCSLabISU/xPLNet
Feb 2018 - Jun 2021
Contributions:25 commits, 21 pushes, 1 branch in 3 years 5 months
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