Manager Data Analyst
HDFC Bank
(Banks and financial services, 1000-5000 employees)
Keywords
Data Analysis
Visualization
Python (Programming Language)
Natural Language Processing
Power BI
Sentiment Analysis
Text Mining
Text Analysis
Skills
Skills :-
* Machine Learning (Regression, Classification, Clustering)
* Natural Language Processing (Text Analysis, Sentiment Analysis, Text Mining)
* Data Analysis & Visualization
* OCR (Tesseract, Google Vision)
Tools :-
* Python
* Power BI
* SQL
* Machine Learning (Regression, Classification, Clustering)
* Natural Language Processing (Text Analysis, Sentiment Analysis, Text Mining)
* Data Analysis & Visualization
* OCR (Tesseract, Google Vision)
Tools :-
* Python
* Power BI
* SQL
Project history
02/2021
-
09/2023
Account Conduct Model
o Led deployment of XGBoost and Logistic Regression models predicting risk profiles for Non performing, Close monitoring, and Special mention assets in the next 12 months for different segments like Manufacturer, Services, and Traders
Account Statement Analysis
o Transformed wholesale banking account statements into actionable insights through the utilization of text mining and NLP techniques. Presented via an interactive Power BI dashboard for informed and timely decision-making
o Led deployment of XGBoost and Logistic Regression models predicting risk profiles for Non performing, Close monitoring, and Special mention assets in the next 12 months for different segments like Manufacturer, Services, and Traders
Account Statement Analysis
o Transformed wholesale banking account statements into actionable insights through the utilization of text mining and NLP techniques. Presented via an interactive Power BI dashboard for informed and timely decision-making
Certifications
Local Availability
Open to travel worldwide
