RAHUL SINGH
Gurgaon
Summary
Dedicated and results-driven professional with a strong background in data science and business analytics, seeking a challenging role where analytical expertise and strategic insights can drive impactful business decisions. Eager to contribute advanced technical skills and business acumen to a dynamic team focused on innovation and continuous improvement in the field of data science and business analytics.
Overview
12
12
years of professional experience
Work History
Senior Consultant Manager
EXL
11.2024 - Current
- Developed recovery rate prediction models using XGBoost and Gradient Boosting to assist clients in the debt portfolio bidding process.
- Researched and implemented Azure MLOps to identify client-specific modifications, ensuring seamless model deployment and integration using online and batch endpoints.
Senior Business Analyst
Bluetokai
08.2020 - 12.2023
- Contributed to a significant ~10% increase in sales by identifying and implementing successful product placement strategies based on A/B test results
- Conducted customer segmentation analysis using RFM (Recency, Frequency, Monetary Value) methodology and K-Means clustering techniques to identify distinct customer segments, resulting a 5% increase in average order value and 9% increase in revenue
- Developed and implemented machine learning models, including Random Forest algorithm to analyze customer behaviour and predict churn rate that contributed to an 8% reduction in customer attrition
Business Data Analyst
Ziffy Homes
06.2019 - 06.2020
- Engineered a robust predictive model using linear regression to forecast rental property prices by integrating diverse features including property size, amenities and market trends, resulting 15% increase in occupancy rate
- Leveraged key features derived from the Logistic Regression model including room dimensions and geographical location to identify influential factors impacting rental property demand
Management Trainee
Neuerth Group
09.2012 - 03.2013
- Market research exercise with Accenture consulting to estimate opportunity size of automobile scrap generation in Dubai and India
Education
B.Tech -
National Institute of Technology
Surathkal, KarnatakaSkills
- Machine Learning : Linear Regression Logistic Regression XG Boosting AdaBoosting Random Forest K_Means Clustering
- Language : Python SQL
- Advanced Excel Github
- Business Insights and Strategies
- Analytical and Critical Thinking
- Problem Solving
- Lean Six Sigma_Green Belt
Projects
Customer Segmentation Analysis for Targeted Marketing
K_Mean Clustering
Aug 2020 - Dec 2023
Predictive Modeling for Customer Churn Prediction
Random Forest
Aug 2020 - Dec 2023
Feature Engineering Analysis for Demand Estimation
Logistic Regression
May 2019 - June 2020
Timeline
Senior Consultant Manager
EXL
11.2024 - Current
Senior Business Analyst
Bluetokai
08.2020 - 12.2023
Business Data Analyst
Ziffy Homes
06.2019 - 06.2020
Management Trainee
Neuerth Group
09.2012 - 03.2013
B.Tech -
National Institute of Technology
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