Shreya Bajaj
Deputy Manager@ Business Intelligence Unit at Axis Bank | Analytics Enthusiast | Driving Insights & Innovation
- Role
- Deputy Manager Data Engineer at Axis Bank
- Location
- Jalandhar, PB, IN
- LinkedIn followers
- 500 followers
About Shreya Bajaj
Data professional with a B.Tech in Electronics and Computer Engineering from Thapar…
Experience
Deputy Manager Data Engineer
Aug 2024 — Present · Mumbai, IN
Business Intelligence Unit, Axis Bank | RL & P Collections TeamAs part of Axis Bank’s Business Intelligence Unit—an analytics-driven team reporting to the Head of Banking Operations & Transformation—I contribute to building scalable, automated data solutions to support data-backed decision-making across retail lending and collections.Key responsibilities and contributions- Designed and deployed optimized, end-to-end automated data pipelines, handling terabytes of structured and semi-structured data- Developed performance-tuned SQL queries, reducing query execution times by up to 60%, and orchestrated complex workflows using Informatica Intelligent Cloud Services (IICS)- Proactively monitored and debugged production workflows, resolved ad-hoc data issues, and ensured high availability and reliability of ETL processes- Led optimization of legacy ETL jobs, improving performance and reducing system load- Worked within a data warehousing framework to organize and maintain large-scale data structures supporting analytics and reporting use cases- Utilized Bitbucket for version control and collaborative development, and JupyterLab for exploratory analysis, ad-hoc scripting, and prototyping data transformations.This role has strengthened my core in data engineering while deepening my domain understanding of banking products, customer behavior, and collections strategy.
Education
Thapar Institute of Engineering & Technology
Bachelor of Engineering - BE, Electronics and Computers engineering
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