Sourabh Balgi
Founder CEO at Kausify AB
Linköping, Östergötland County, Sweden
Summary
👤
Senior🎓
Top SchoolSourabh Balgi is the Founder and CEO of Kausify AB and a PhD researcher-turned-entrepreneur specializing in causality and machine learning for personalized treatment and counterfactual analysis. With eight years of experience spanning academic research at Linköping University and IISc to product engineering at Mercedes-Benz R&D, he builds practical, causality-inspired data science solutions that drive informed decision making. His work includes novel contributions like causal-graphical normalizing flows and copula-based sensitivity analysis for unobserved confounding, published at leading conferences (PGM, AAAI). Based in Linköping, Sweden, he blends deep theoretical expertise with hands-on system development and a knack for turning complex causal ideas into usable tools for policy and personalized interventions. An inquisitive "Causal Detective," he brings academic rigor, industry discipline, and entrepreneurial focus to bridge research and real-world impact.
8 years of coding experience
8 years of employment as a software developer
Master of Technology - M.Tech., Artificial Intelligence (formerly known as System Science and Automation/Systems Engineering), First Class with Distinction, Master of Technology - M.Tech., Artificial Intelligence (formerly known as System Science and Automation/Systems Engineering), First Class with Distinction at Indian Institute of Science (IISc)Doctor of Philosophy - PhD, Causality and Machine Learning, Doctor of Philosophy - PhD, Causality and Machine Learning at Linköping UniversityBachelor of Engineering (B.E.), Electronics and Communications Engineering, First Class with Distinction, Bachelor of Engineering (B.E.), Electronics and Communications Engineering, First Class with Distinction at Sri Jayachamarajendra College of Engineering, Mysore
Konkani, Hindi, English, Kannada, German
Github Skills (42)
causal-inference9
graphical-models9
causal9
causality9
adaptation9
testing7
machine-learning7
fairness-ml7
modeling7
dowhy6
python6
siggraph6
data-science6
dig5
inference5
Programming languages (2)
Github contributions (5)
sobalgi/cuda
Aug 2019 - Feb 2020
Contradistinguisher for Unsupervised Domain Adaptation, ICDM 2019.
Contributions:9 commits, 14 pushes, 1 branch in 6 months
pytorchicdmdeep-learningunsuperviseddomain
sobalgi/rhoGNF
Sep 2022 - Aug 2024
Contributions:10 pushes, 1 branch in 1 year 11 months
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