Sudipto Pal — Product Manager
I am hiring! Product Analysts, Data Scientists, and Decision Scientists, please apply. Read my posts for JD. About Me: Statistician, Data Scientist, Behavioral Scientist, and Manager with 19.5 years of experience, with 8 years of people management experience. Expertise in Predictive Modeling, Machine Learning, Economics, Econometrics, Actuarial Science, Marketing Analytics, A/B Experimentation and Risk Management. Currently driving the experimentations and behavioral science projects at Uber leading a group of 6+ Data Scientists. Developed marketing analytics models at Walmart that improved customer retention and campaign effectiveness. Has led a group of 13+ modellers for 3 years at AIG, as manager and director. Founding member and Chair of the LGBTQ+ ARG(associate resource group) for Walmart IDC, spearheading sensitization programs & helping to develop Diversity and Inclusion policies Objective: To build an organization’s capacity of converting data into strategy through ML, A/B Experiments, Causal Inference and Predictive Analytics by leveraging personal expertise and leading others. Cross-pollinate expertise from Insurance, E-commerce & Retail. Industries: E-commerce marketplace, Insurance, Reinsurance, Retail, Credit Cards Tech Skills: A/B testing, Causal Inference, Modeling- Generalized Linear Models (GLM), GBM (Gradient Boosting), Mixed Effect Models, Survival Models, Bayesian Models, Time Series (ARIMA, Holt-Winters, LSTM), Unsupervised Learning (Clustering, Principal Component, Autoencoder), Classification (Decision Trees, Support Vector Machine), NLP (topic modeling with LDA), Anomaly Detection(Isolation Forest, One Class SVM), Test-Control Studies, Deep Learning (LSTM, Autoencoder) Coding: R, Python, H2O, Spark, Hive/SQL, SAS Student member of the Institute of Actuaries (2008-2016), UK/India, Eight exams passed: CT-1,2,3,6,7,8,9 ST8: General Insurance Pricing Publications/Conferences: 1. ML-based Financial Model For Renewals in Membership/Subscription based businesses (ICBAI, IISC Bangalore, 2018, selected for talk) 2. Financial Data Science Techniques in Retail (Talk- Data Science confernce, Institute of Actuaries, India, 2019) 3. "Contextual Outlier Detection and Treatment in High-Dimension Data including Categorical Variables"- selected for poster, LOD conference, Siena, Italy,2019 (Springer LNCS affiliated)
Stackforce AI infers this person is a Data Science Leader with expertise in E-commerce and Insurance analytics.
Location: Bengaluru, Karnataka, India
Experience: 19 yrs 8 mos
Skills
- A/b Testing
- Statistical Modeling
- Causal Inference
- Machine Learning
- Marketing Analytics
- Predictive Modeling
- Data Analysis
- Statistical Techniques
Career Highlights
- 19.5 years of experience in data science and analytics.
- Led teams of data scientists at Uber and AIG.
- Expertise in predictive modeling and machine learning.
Work Experience
Uber
Manager Applied Science II (4 yrs 9 mos)
@WalmartLabs India
Staff Data Scientist (5 yrs)
AIG
Director - Predictive Modeling (2 yrs 10 mos)
Swiss Re
Assistant Vice President- Actuary Special Lines (5 yrs 3 mos)
Dell
Senior Business Analyst (1 yr 9 mos)
Education
Master's degree at Indian Statistical Institute, Kolkata
Bachelor's degree at Indian Statistical Institute, Kolkata
Secondary at Ramakrishna Mission
