I am a software engineer and current MS Computer Science student at Saint Leo University in Tampa, with hands-on experience in data engineering, real-time streaming, and cloud-based microservices. I thrive on turning complex data into reliable, scalable solutions and enjoy building tools that empower analytics teams and business users alike. In my recent role at JPMorgan Chase, I delivered end-to-end data pipelines and fraud-detection streams, reduced reporting lag, and improved deployment reliability. I am excited to apply my machine learning, data engineering, and cloud skills to create impactful software products.

Sneha Reddy Gummalla

I am a software engineer and current MS Computer Science student at Saint Leo University in Tampa, with hands-on experience in data engineering, real-time streaming, and cloud-based microservices. I thrive on turning complex data into reliable, scalable solutions and enjoy building tools that empower analytics teams and business users alike. In my recent role at JPMorgan Chase, I delivered end-to-end data pipelines and fraud-detection streams, reduced reporting lag, and improved deployment reliability. I am excited to apply my machine learning, data engineering, and cloud skills to create impactful software products.

Available to hire

I am a software engineer and current MS Computer Science student at Saint Leo University in Tampa, with hands-on experience in data engineering, real-time streaming, and cloud-based microservices. I thrive on turning complex data into reliable, scalable solutions and enjoy building tools that empower analytics teams and business users alike.

In my recent role at JPMorgan Chase, I delivered end-to-end data pipelines and fraud-detection streams, reduced reporting lag, and improved deployment reliability. I am excited to apply my machine learning, data engineering, and cloud skills to create impactful software products.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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Language

English
Fluent

Work Experience

Software Developer at JPMorgan Chase & Co
December 1, 2022 - July 1, 2024
Engineered a PySpark + Apache Airflow ETL pipeline that reduced batch processing time by ~40% while handling 50M+ daily financial transactions with zero data-loss SLA. Built a real-time fraud-detection stream using Kafka + Spark Streaming that flagged anomalous transactions in under 200 ms, reducing manual review workload by 30%. Designed and deployed 12 RESTful microservice APIs (Spring Boot) integrated with downstream analytics dashboards. Implemented automated data-quality validation framework (Python) across 6 critical data sources; caught 3,000+ schema violations/month before production. Reduced CI/CD pipeline failure rate by 25% by refactoring build scripts and introducing automated smoke tests across 8 microservices. Provisioned cloud-based distributed infrastructure (AWS, GCP) supporting 99.9% uptime for 10,000+ internal users.

Education

Master of Science in Computer Science at Saint Leo University
January 11, 2030 - May 1, 2026

Qualifications

AWS Cloud Practitioner
January 11, 2030 - March 16, 2026
Google Associate Cloud Engineer
January 11, 2030 - March 16, 2026

Industry Experience

Software & Internet, Financial Services, Professional Services