Soumak Mukherjee

About Soumak Mukherjee

Data Science & Analytics leader with 9 years of experience driving significant business impact across Retail, Ecommerce, and BFSI sectors. I excel in translating complex data into actionable insights, delivering measurable results through advanced analytics and strategic problem-solving.My technical expertise spans the entire data science lifecycle, from data manipulation (Python, PySpark, SQL) to advanced modeling (Logistic Regression, XGBoost, Time Series), and insightful visualization (Tableau). I\'m skilled in techniques like PCA, K-Means, and A/B testing, ensuring robust and impactful solutions.*Key Achievements:**Boosted Customer Retention*: Reduced churn by 5% for a major QSR brand using a Python-based churn model.*Increased Sales through near to accurate Forecasting*: Drove a 3.7% increase in net sales through precise price elasticity forecasting.*Enhanced Fraud Detection*: Improved model accuracy by 8%, reducing false alerts in transaction screening.*Enabled Targeted Marketing*: Identified up-sell/cross-sell opportunities and developed customer wealth personas.*Empowered Real-Time Decisions*: Created dynamic Tableau dashboards for campaign analytics.*Efficiency achieved through automation*: Achieved a 75% increase in process efficiency through Python and SQL automation.I am adept at communicating complex findings, collaborating effectively, and leading teams. My passion lies in leveraging data to drive innovation and create tangible value. I seek senior data science/analytics roles in top Fintech, BFSI, Retail, or Ecommerce companies. Let\'s connect to discuss how I can contribute to your team\'s success.

Experience

1. Assistant Vice President (Quant Analytics Associate Senior)

   JPMorganChase

   Aug 2024 — Present · Bengaluru, IN

Education

• South Point High School, Kolkata

  Secondary Examination

  1998 — 2010

• University of Calcutta

  Bachelor of Science (B.Sc.), Statistics

  2012 — 2015

• Savitribai Phule Pune University

  Master of Science (M.Sc.), Statistics

  2015 — 2017

• Patha Bhavan, Kolkata

  Higher Secondary Examination (10 + 2) , Science Stream (Physics, Chemistry, Mathematics, Statistics)

  2010 — 2012

• Institute of Actuaries of India

  Cleared the ACET exam, Mathematics and Statistics

  2018 — 2018

Skills

• Microsoft Word
• Data Analysis
• Mysql
• R
• S+
• Sas
• Microsoft Excel
• Powerpoint
• Statistics
• Latex