Shilpa Arora
Head Of Product And Data, Giga
Spain
Summary
👤
Senior🎓
Top SchoolShilpa Arora is a data and product leader with nine years of experience building machine-learning and data products across education, urban and rural development, and consumer analytics; she currently leads Product and Data for UNICEF’s Giga initiative connecting schools worldwide. She has a strong track record shipping applied ML systems and data platforms at mission-driven organisations and startups—designing malaria forecasting pipelines, national data platforms used by governments, and location-based alternative data products for Fortune 500 clients. At Atlan she led product features for data quality and PII detection and built teams of ~20 data practitioners, demonstrating both technical depth and people leadership. She also teaches applied econometrics and machine learning, runs a popular “Data Science for analytical minds” series and publishes practical statistical ML material in Python. Based in Spain with a master’s in economics, she combines rigorous econometric thinking with product instincts and an unusual personal interest in nutrition, oncology and longevity that informs her curiosity-driven approach.
9 years of coding experience
8 years of employment as a software developer
Fellow, Fellow at On DeckMaster's Degree, Economics, Master's Degree, Economics at Madras School of EconomicsBachelor's Degree, Economics, Bachelor's Degree, Economics at Indraprastha College for Women, University of Delhi
Github Skills (27)
python10
statistical-learning10
lime10
statistics10
hypothesis-testing10
anova10
linear-regression10
statistical-inference10
linear-models10
regression-models10
statsmodels10
logistic-regression10
isl10
principal-component-analysis10
data-science9
Programming languages (4)
Github contributions (5)
shilpa9a/sample_one
Mar 2017 - Jul 2021
Contributions:2 pushes, 1 branch in 4 years 4 months
shilpa9a/Introduction_to_statistical_learning_summary_python
Sep 2020 - Jul 2022
Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.
Contributions:53 commits, 1 PR, 29 pushes in 1 year 10 months
pythonprincipal-component-analysisregression-modelslinear-modelsanova
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