Ravitej Kedasi
Mumbai
Summary
Data scientist experienced working with large datasets, breaking down information and applying interpretations to complex business concerns. Proficient in distribution, predictive and hypothetical modeling. Skilled in cross-functional collaboration. Optimizes processes and communication and drive results. Dedicated to continuously improving professional knowledge and business operations by applying top-notch skills.
Overview
2
2
years of professional experience
Work History
Senior Manager - Actuary
HDFC ERGO General Insurance
Mumbai
08.2023 - Current
- Renewal Policy Prediction.
- Designed a predictive model to forecast renewal probabilities, enhancing customer retention strategies, and optimizing renewal processes.
- Performed univariate analysis, feature engineering, and variable selection, and applied advanced statistical techniques and machine learning algorithms.
- Conducted forward testing and achieved an average error rate of 1.43% monthly.
- Customer Lifetime Value Prediction.
- Identified customers who promise the highest potential for long-term profitability.
- Conducted data extraction, cleansing, and integration in SAS for different policy ages.
- Provided strategic pricing recommendations based on customer profitability analysis.
- Conducted Two-Wheeler Surveyor Removal Analysis by creating a scorecard evaluating workshops on fraud risk, repudiation rates, and claim amounts.
- Leveraged NLP techniques for improved STP process for claim auto settlement.
- Serving as Data Steward for Motor Business, overseeing data governance to ensure accuracy, compliance, and integrity across all data assets.
Analytics Consultant
Mastercard(Data & Services)
Gurugram
11.2022 - 04.2023
- Developed industry-first product leveraging 3rd-party airline data to generate recurrent revenue for Mastercard and issuers through hyper-personalized offers.
- Enhanced targeting efficiency by 25% using 4+ ML models and improved traveler spend per card through advanced data analysis
- Created 500+ variables for propensity models and achieved a 150% lift score with a 0.76 AUC-ROC using tree-based classifiers, supported by dynamic Power BI dashboards.
Education
PostGraduate Diploma in Business Analytics - GPA 8.1
IIM CALCUTTA, IIT KHARAGPUR, ISI KOLKATA
04-2023
B.Tech in Mining Machinery Engineering - GPA 6.89
IIT DHANBAD
DHANBAD04-2021
Intermediate - Percentage : 97.8%
Narayana Junior College
Visakhapatnam04-2017
10th - Percentage : 97%
Amar Concept School
Visakhapatnam04-2015
Skills
- Statistical Analysis
- Python
- R
- SQL
- SAS
- Data Mining
- Machine Learning
- Deep learning
- Business requirements gathering
- PowerBI
- Story Telling
Timeline
Senior Manager - Actuary
HDFC ERGO General Insurance
08.2023 - Current
Analytics Consultant
Mastercard(Data & Services)
11.2022 - 04.2023
PostGraduate Diploma in Business Analytics - GPA 8.1
IIM CALCUTTA, IIT KHARAGPUR, ISI KOLKATA
B.Tech in Mining Machinery Engineering - GPA 6.89
IIT DHANBAD
Intermediate - Percentage : 97.8%
Narayana Junior College
10th - Percentage : 97%
Amar Concept School
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