Summary
Overview
Work History
Education
Skills
Certification
Timeline
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Kajal Banait

Mumbai

Summary

Solution oriented data scientist with expertise in predictive modeling and customer analytics at TheMathCompany. Successfully enhanced retention strategies through advanced sentiment analysis and A/B testing. Proficient in Python and skilled in Agile methodologies, I excel in delivering impactful insights and fostering collaboration across teams to drive data-driven decision-making.

Overview

8
8
years of professional experience
1
1
Certification

Work History

Senior Associate -Data Scientist

TheMathCompany
Bangalore
05.2022 - Current
  • Developed predictive models for customer conversion (40% accuracy) and customer lifetime value (CLV) to enhance retention strategies.
  • Led A/B testing dashboard design and global holdout analysis to measure campaign impact.
  • Conducted sentiment analysis on multilingual social media data to assess brand perception.
  • Automated weekly, biweekly, monthly, and quarterly reports improve efficiency.
  • Built and deployed multiple interactive dashboards, mentoring teams in BI and visualization.
  • Conducted a Rapid Response Business Case Study for pharma brands, driving revenue growth.
  • Identified high-risk patients through behavioral analytics, enabling proactive interventions.
  • Expertise in Python, R, SQL, Power BI, Tableau, AWS, ML, NLP, A/B Testing, and ETL pipelines.

Application Development Team Lead

Accenture solutions PVT Ltd
Pune
07.2017 - 05.2022
  • Designed and developed an ML model to predict the resource allocation for every month in each project.
  • Analyzed a high volume of data for discrepancies by creating complex PL/SQL scripts and using tools like MS Excel.
  • Complete ownership of the projects, wherein I independently handled all the stakeholder communication and meetings with customers.
  • Implemented Agile methodology throughout the entire software development life cycle (SDLC).

Education

Post-Graduate Certificate - Artificial Intelligence And Machine Learning

Great Lakes Institute of Technology
01-2021

Skills

  • Predictive modeling
  • Sentiment analysis
  • Machine learning
  • Data visualization (Power BI)
  • A/B testing
  • Customer analytics
  • NLP
  • Automation
  • Python
  • SQL
  • Statistical analysis
  • Team leadership
  • Agile methodologies
  • Cloud Platforms (AWS)
  • Stakeholder collaboration

Certification

  • AWS Certified Cloud Practitioner Foundation
  • AWS Certified – AI Practitioner Foundation
  • PL-300 Microsoft Power BI Data Analyst

Timeline

Senior Associate -Data Scientist

TheMathCompany
05.2022 - Current

Application Development Team Lead

Accenture solutions PVT Ltd
07.2017 - 05.2022

Post-Graduate Certificate - Artificial Intelligence And Machine Learning

Great Lakes Institute of Technology

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Kajal Banait