Shreya Patil
Data Engineer
Salary / Daily rate
Bengaluru, Karnataka, India
Mobility: Italy
Permanent contract
Remote only
Skills
Languages
About me
Intro
Highly technical Data Engineer with 4 years of experience specializing in building scalable data pipelines, automated backend infrastructures, and cloud orchestration systems within the FinTech domain. Expert at developing config-driven, resilient ETL frameworks capable of handling high-volume transactional data parsing, automated case allocation engines, and real-time omnichannel orchestration. Relocating to Milan and available for local technical opportunities.
Work experience
Data Engineer
Credit Nirvana
Nov 2021 - Present
5 years
- Achieved Efficiency: Built a PySpark pipeline, improving customer payment analysis by 95% through targeted communication strategies (SMS, WhatsApp, IVR). - Enhanced Performance: Designed an AWS Glue machine learning pipeline, increasing debt collection efficiency by 65% within three months. - Data Integration: Created ETL workflows for 60+ source tables using AWS EMR, Step Functions, and data warehouse pipelines. - Risk Prediction: Developed a borrower Collection Risk Score model to predict repayment likelihood. - Automation: Automated digital communication scripts for pre/post-bounce customer reminders. - Data Expertise: Managed SQL databases, performed advanced Spark/Hive queries, and handled semi-structured/unstructured data. - Cloud Solutions: Deployed scalable systems with AWS technologies (EMR, EC2, S3, Lambda).
CreditNirvana
Nov 2021 - Present
5 years
Bengaluru, Karnataka, India
Data Engineer
Jun 2024 - Present
2 years 5 months
Bengaluru, Karnataka, India
Junior Data Scientist
Nov 2021 - Jul 2024
2 years 9 months
Bengaluru, Karnataka, India
Education
BLDEAs College of Engg. & Technology, BIJAPUR
Master of Computer Applications - MCA, science
2019 - 2021
1 year 11 months
BLDE's Arts & Commerce college for women Bijapur-586101
Master of Computer Applications
Licenses & certifications
Shreya Patil
Issued: Sep 2026