Goldy Miglani
@goldymiglani
Consultant at EXL Analytics
Gurugram
Goldy is a Data Scientist with 4 years of experience in machine learning and 1 year as an SQL developer. He is proficient in applying ML algorithms, including predictive modeling (XGBoost, LightGBM) and NLP techniques. His expertise covers building data-centric solutions for complex business problems, such as customer health scoring and complaint classification.
Experience
CONSULTANT (II)
EXL Analytics
Productizing Customer Health Score: Developed a dynamic health score using XGBoost and Linear Regression to assist the bank across portfolios (e.g., customer segmentation, risk assessment). Productized Complaints: Designed a custom ensemble using fine-tuned Longformer and LGBM for classifying customer service complaints. Product Optimization: Worked on optimizing unsecured loan products by analyzing customer behavioral aspects.
ASSOCIATE CONSULTANT
Capgemini India Pvt Ltd
Developed a delinquency prediction model for Personal Loan Line of business, identifying risky customers. Implemented data cleaning, preprocessing, and feature selection using Xverse. Developed ETL scripts using PETL python package, reducing task completion time by 80%.
SOFTWARE TRAINEE
MapMyIndia
Worked as a SQL developer, creating optimized queries, views, functions, and triggers. Developed quality checks for production data.
Education
Great Lakes Institute of Management
PGP, Data Science and Engineering
SRM University
B.TECH
Computer Science and Engineering
CBSE Board
Senior Secondary Board (X11)
CBSE Board
Secondary Board