Mayur Nagare

Data Scientist

: linkedin.com/in/mayur-nagare-82352b1a5

About Me

  • With 2 years of data science experience, I have a strong foundation in machine learning and thrive in team settings.
  • I excel at transforming raw data, conducting feature engineering, and using data visualization for clear presentations.
  • Proficient in Python, PySpark, and SQL, I handle data manipulation and analysis effectively.
  • My understanding of statistical concepts supports accurate insights, which I communicate compellingly to stakeholders.

Work Experience

Data Scientist
- LTIMindtree
  • Deployed 2 Key Use Cases for ICICI Bank:
  • Intent Classification: Implemented NER and FastText models to categorize customers by industry based on sender/receiver names.
  • NLP Algorithms: Used Levenshtein distance and RapidFuzz for verifying customer existence in the ICICI database.
  • Lead Scoring: Employed Recency Frequency Monetary (RFM) scoring to classify leads as hot, medium, or cold.
  • Home Loan Propensity: Developed an XGBoost decision tree model to assess customer likelihood of obtaining a home loan.
  • Customer Segmentation: Applied K-means clustering to categorize mortgage customers based on distinct characteristics.
07/2022 - Present
Mumbai

Education

MSc. Statistics
07/2020 - 06/2022
University of Mumbai
Bsc. Statistics
06/2015 - 06/2020
Elphinstone College

Projects

Real Estate Price Prediction
  • The Main Aim of study is to predict the house price based on parameters using MLR.
Predict Personals Defaulters or Not
  • Predict the person whether default or not on the basis of different parameters using classification algorithm.

Certifications

Microsoft Azure Fundamental-AZ900
Oracle Certified Professional Gen AI

Awards

2nd Prize in IBM Watson X Hackathon
  • Awarded at LTIMindtree.