Nov 2022 – Oct 2023 · 11 mos

• ◦ Building a next-generation Customer Data Platform and enabling customers the ability to unlock potential from their data. Working on the segmentation and activation spaces of Salesforce CDP
• ◦ Batching workloads - Designed and implemented a solution to batch similar Spark workloads and enabled processing terabytes of data in a single run.
• ∗ Reduced the cost to serve by 80%, reduced significant EMR footprint and as a result reduced the number of spot interruptions.
• ∗ Reduced overall processing runtime by 50%.
• ∗ Designed and implemented an A/B testing framework to compare outputs post batching vs pre-batching. This enabled identifying any schema, count and data mismatches.

Jul 2021 – Nov 2022 · 1 yr 4 mos

• ◦ Activation platform - Increased the number of workloads processed per day by enabling scheduled processing and writing of CDP data to partner S3 buckets.
• ◦ Enabled collection of snapshot as well as real time usage metrics in a multi-tenant architecture and as result enhanced the tracking of service health and reliability.
• ◦ Independently resolved issues related to AWS resource provisioning using terraform.
• ◦ Refactored a large part of the codebase to increase readability and code extensibility using appropriate design patterns
• ◦ Developed a solution to generate error codes from legacy error messages and surface them to the customer. This enabled customers to keep a track of the history of their job runs.

Feb 2021 – Jun 2021 · 4 mos · Bengaluru, Karnataka, India

• ◦ Worked as a full stack developer and built a SaaS application for telecom expense management using ReactJs, NestJs and MongoDB
• ◦ Designed and implemented a feature which enabled bulk import and processing of telecom invoices
• ◦ Developed APIs to process invoices, recommend data plans and designed charts to provide customers a deep insight into their telecom expense and usage

May 2020 – Jul 2020 · 2 mos · Hyderabad, Telangana, India · Remote

• ◦ Contributed to Infrastructure Security team @Salesforce.
• ◦ As a backend developer, contributed to an application which enabled threat modeling and analysis of internal applications
• ◦ Developed a RESTful API driven solution to enable automatic creation of bug tickets on identification of any threats in the system

Jul 2019 – Jul 2020 · 1 yr · Bengaluru Area, India

Jun 2019 – Jul 2019 · 1 mo · Bengaluru, Karnataka, India

• ◦ Worked on Intelligent Data Extraction platform 'Sara' @ Curl. 'Sara' uses a gamut of Machine Learning algorithms to extract relevant information from any type of digitized documents.
• ◦ Developed Machine Learning and Deep Learning solutions for efficient processing of shipment documents
• ◦ Enhanced image quality using computer vision techniques and Autoencoders to enable efficient OCR processing
• ◦ Enabled efficient data extraction from unstructured OCR output using NLP techniques

Apr 2018 – May 2019 · 1 yr 1 mo · Bengaluru Area, India