Summary
Overview
Work History
Education
Skills
Awardsrecognition
Corecompetencies
Timeline
Generic

Preetika Madan

Powder Springs,GA

Summary

Innovative and self-driven Director in Analytics with ~11 years of experience in Banking and Retail industry. Adept at building high performing teams, leading strategic initiatives, mentoring talent, and delivering innovative, data-driven solutions to complex challenges. Recognized for excellence in leadership, stakeholder collaboration, and driving measurable impact.


Overview

11
11
years of professional experience

Work History

Executive Director/Principal Analytics Consultant

Wells Fargo
03.2022 - 05.2024
  • Remediation Projects - Developed robust text mining frameworks to analyze call center complaints, leveraging speech-to-text transcriptions. Finished over 30 projects identifying more than 15M customers to be remediated due to issues related to deposit accounts.
  • Extracted the harm occurred to these customers as well as loss of use of funds summing over $1B customer redress.
  • Successfully assembled and led a 10-member domestic and international team, coaching and leading remediation workflows and reducing project turnaround times by 30% in a span of 2 months.
  • Directed over 50 audit findings to resolution, implementing scalable corrective actions and reducing audit findings by 20%
  • As one of the 3 principals in a 100 member team, involved in interviews & hiring decisions.
  • Part of the committee for quarterly goal setting and planning activities for the team
  • Recognized in leadership forums for exceptional contributions to organizational strategy and operations

Senior Lead Analytics Consultant

Wells Fargo
06.2020 - 03.2022
  • Conducted over 8 analytics quality reviews for the remediation analytics work performed by other analysts, ensuring all negatively impacted customers are made whole. Identified over 15 significant insights that directly impacted the number of customers being remediated.
  • Responsible for coaching and mentoring team members onshore & offshore

Associate Manager, Advanced Analytics – Commercial Banking

Standard Chartered Bank
12.2018 - 12.2019
  • Developed predictive models generating $18MM in cross-sell/up-sell revenue with a 60% success rate –presented findings and project status to higher level management
  • Improved client re-engagement rates by 14% within two months through targeted FX activation strategies
  • Automated reports, saving 0.5 FTE and boosting operational responsiveness for relationship managers
  • Mentored junior team members

Assistant Manager, Corporate Card Analytics

American Express
10.2016 - 11.2018
  • Liaison between several cross functional teams such as analytics, business development, expense teams and tech teams, to design fraud analytics tool that would catch corporate card abuse and misuse
  • Co-inventor of patented compliance and insights tools deployed globally, optimizing corporate card management

Patented Systems:

Compliance Suite (US 15/981,417)

Insights System (US 15/988,770)

  • Extensive client facing experience delivering actionable insights, enabling clients to reduce corporate card expenses by 7–10% through data-driven recommendations
  • Won the Global Shark Tank innovation competition
  • Launched an R&D platform, called Outside-Edge, to increase the team’s industry knowledge in the corporate cards space - This led to several new innovative ideas for future projects within the team
  • Part of the interviews team - Single-handedly hired and led 3 interns within the team

Assistant Manager, Retail Credit Card Analytics

Citi Group
06.2015 - 10.2016
  • Designed, tested and sized over 3 retail campaigns for Sears portfolio resulting in 100MM+ incremental sales
  • Followed by campaign measurement and effectiveness checks using test-control frameworks
  • Improved store credit sales through intuitive dashboards, improving performance metrics across retail partnerships.
  • Collaborated with on-shore stakeholders and presented insights and findings through presentations to senior leadership

Marketing Analyst, Retail

Hewlett Packard
06.2013 - 06.2015
  • Forecasted HP Printer sales with MAPE of 1%
  • This was scalable to all regions, countries and HP products targeting all within EMEA markets allowing senior staff to increase revenue by 25%
  • Optimized marketing spend using Excel solver technique, driving ROI improvements with minimal budget increases

Education

Master of Science - Economics

Madras School of Economics
Chennai, India
06-2013

Bachelor of Arts - Economics

Delhi University
New Delhi, India
06-2011

Skills

  • Teradata SQL
  • SAS
  • Predictive Analytics
  • Machine Learning modelling (CART,Random Forest, Extreme Gradient Boosting)
  • Time series Forecasting
  • Market Mix Modeling
  • Automation/Reporting/Business Insights
  • MS Office (Excel, Powerpoint, Word)
  • Tableau (Beginner)
  • Data Robot
  • R (Beginner)
  • Python (Beginner)
  • Unstructured Data Mining/Text Mining
  • Stakeholder Management
  • Mentorship

Awardsrecognition

  • "Power of One" Award, Hewlett Packard, For teamwork and process optimization
  • Global Shark Tank Winner, American Express, Cash Prize for analytics-driven innovation

Corecompetencies

Machine Learning modelling – CART, Random Forest, Extreme Gradient Boosting, AdaBoost, Time series Forecasting & Predictive Analytics, Unstructured Data Mining, Campaign Optimization and measurement, Automation, Reporting & Business Insights(BI), Multi-location team management, Cross-Functional Strategic Decision-Making, Mentorship, Analytics Quality Review, Audit Review, Risk Mitigation, Customer Remediation, Teradata SQL, SAS, Advanced Excel, MS Office, Tableau, Data Robot, R, Python (Beginner), End-to-End Delivery, Stakeholder Engagement, Process Optimization, JIRA, Product Management

Timeline

Executive Director/Principal Analytics Consultant

Wells Fargo
03.2022 - 05.2024

Senior Lead Analytics Consultant

Wells Fargo
06.2020 - 03.2022

Associate Manager, Advanced Analytics – Commercial Banking

Standard Chartered Bank
12.2018 - 12.2019

Assistant Manager, Corporate Card Analytics

American Express
10.2016 - 11.2018

Assistant Manager, Retail Credit Card Analytics

Citi Group
06.2015 - 10.2016

Marketing Analyst, Retail

Hewlett Packard
06.2013 - 06.2015

Master of Science - Economics

Madras School of Economics

Bachelor of Arts - Economics

Delhi University
Preetika Madan