Shreya Dubey

About Shreya Dubey

I am a dedicated Computer Science Master\'s student at the University of Massachusetts, Amherst (GPA: 3.93), on track to graduate in May 2024. I graduated with a B.Tech in Computer Science and Engineering from the Indian Institute of Technology Ropar(IIT Ropar), securing a respectable institute rank of 19 out of 120.As a former Software Engineer - 2 at Nutanix Technologies, I had the opportunity to lead initiatives aimed at improving Apache Cassandra\'s database. I engineered system throughput and scalability through Key Sharding and Key Versioning, leading to a 50% reduction in response time and enabling optimal Load Balancing. These work experiences have effectively honed my skills in Python, C++, Java, and various advanced technologies including Cassandra, Docker, AWS, and more.My project portfolio encompasses designing a user-interaction streaming data pipeline using Spark and Kafka and, developing a BERT-based Learning to Rank model for efficient document retrieval. My recent research at UMass Amherst focuses on optimizing tail latency during query execution for CockroachDB clusters hosted on the AWS cloud.Aiming for continual growth and innovation, I’m passionate about delving deeper into machine learning and distributed systems. My goal is to develop cutting-edge solutions that can handle the data demands of tomorrow while ensuring efficiency, reliability, and scalability.

Experience

1. Member of Technical Staff

   Oracle

   Jun 2024 — Present · Redwood City, CA, US

Education

• University of Massachusetts Amherst

  Master of Science - MS, Computer Science

• Indian Institute of Technology, Ropar

  Bachelor of Technology - BTech, Computer Science