Saikat Sarkar

Saikat Sarkar

Sr. Consultant Manager - AA & Human Data Science
IMS Health
location_on India

Member since 1 month

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Saikat Sarkar

Specialises In
480 machine-learning-&-deep-learning neuroimaging neuroscience open-data-science

Profile Overview:

  • Currently working as senior consultant manager with IMS Health - AA & Human Data Science team
  • 11+ years of data science experience in Pharma, Banking and CPG-Retail industry working in top companies like IMS - Health, CITI Global Decision Management, Fiserv and Genpact
  • ME and M-Phil in Economics with specialization in Econometrics, Mathematics, Game - Theory and International Finance from Jadavpur University, Kolkata, India.
  • PG Certification in Data Mining and Deep - Learning from Indian Institute of Science, Bangalore, India
  • Proficient in the use of advanced data mining and predictive modeling techniques, designed various advanced analytical solutions for Europe and USA based top Pharma and Retail firms
  • Expert in various machine learning techniques using SAS, R, Python, SPSS and Knowledge Seeker

Areas of Expertise:

  • Customer and Marketing Analytics - Promo mix modeling, Response modeling, Offer optimization,Sales growth, Customer acquisition and attrition management, Loan pricing, Credit scoring and Risk modeling, Patient persistency analysis, Pricing analytics, Digital and Mobile banking analytics etc

Statistical Modeling Skills:

  • Advanced data mining and predictive modeling techniques including KNN, Random Forest, ANN, CNN, Customer Segmentation, Survival Analysis, Incremental Lift Modeling, Linear and Logistic Regression, General Linear Modeling, Decision Tress, Time Series Forecasting, CLTV etc