Abhimanu Kumar
Co-Founder And CEO at CausalFunnel
California, United States
Summary
👤
Senior🎓
Top SchoolAbhimanu Kumar is a founder-CEO and machine learning expert with 15 years of experience building AI-driven products and teams across tech and finance. He co-founded CausalFunnel to deliver cookie-agnostic, persona-based ML solutions that have boosted customers’ conversion rates by ~40% despite noisy channels and rising ad costs. Prior roles include senior applied scientist at Microsoft (Greatness Awardee), senior data scientist at Apple, and quant trading/data science work on Wall Street, reflecting deep cross-domain applied research and productization skills. He holds advanced ML and NLP training from Carnegie Mellon and UT Austin, a CS bachelor’s from IIT, and was admitted to MIT’s PhD program, underscoring strong academic credentials and publication impact. An active industry advisor and Fast Company Executive Board member, he combines rigorous research output with practical GTM outcomes. Less obvious: his career threads—research awards, product wins, and market-facing ML—show a consistent knack for turning academic insight into measurable business lift.
15 years of coding experience
10 years of employment as a software developer
MS, Computer Science, MS, Computer Science at The University of Texas at AustinBachelor of Technology (B.Tech.), Computer Science, Bachelor of Technology (B.Tech.), Computer Science at Indian Institute of Technology, GuwahatiPhD leave out, (Sloan School of Management) Machine Learning in Quantitative Marketing, PhD leave out, (Sloan School of Management) Machine Learning in Quantitative Marketing at Massachusetts Institute of TechnologyMaster of Science - MS, Natural Language Processing and Machine Learning, School of Computer Science, Master of Science - MS, Natural Language Processing and Machine Learning, School of Computer Science at Carnegie Mellon University
English, Hindi
Stackoverflow
1,771reputation
236kreached
45answers
0questions
aws-cli
top-5%
amazon-web-services
top-5%
amazon-dynamodb
top-5%
Github Skills (24)
python10
machine-learning10
deep-learning10
tensorflow10
neural-network10
ml9
amazon-web-services9
deep-neural-networks9
amazon-dynamodb9
nodejs9
aws-cli9
jupyter-notebook6
scikit-learn6
ipython6
aws-sdk6
Programming languages (3)
Github contributions (5)
abhimanu/MemNet4Sentiment
May 2018 - Jul 2018
Contributions:7 commits, 5 pushes, 1 branch in 1 month
abhimanu/word2vec
Dec 2015 - Oct 2016
Contributions:1 push, 1 branch in 10 months
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