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Walmart Labs
August 2020 - Present
- Responsible for the research and development of matchmaker to optimally assign tasks to store and warehouse associates. Observed a 50\% improvement in the metrics through the POC developed using Google OR-Tools.
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Responsible for integration of Directme-STA with logging and monitoring frameworks like Prometheus, Grafana, Splunk etc.
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Developed an elastic push gateway using Apache Flume to receive data metrics, aggregate and push to a Kafka Topic.
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Developed services for Return and Recall Management System for Walmart Stores. Received spot award for the contribution.
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SAP Labs
July 2018 - August 2020
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Full-stack developer- Developed micro services from scratch for deployment of business objects in various ERP systems using SpringBoot, UI5 and Cloud Foundry as the cloud platform.
- Worked on generic interface optimizer as a service in cloud by detecting anomalies in the interface connections using Median Absolute Deviation and Percentile classifier. Filed an IDFr for the same.
- Developed a pipeline for Automatic bug reporting service which included ticket categorization and duplicate tickets recognition with an accuracy of 83 %.
- Developed a framework to predict user actions with a final accuracy of 78 % by analysing patterns in the XHR requests. Filed an IDF for the same.
- ABAP Developer- Responsible for enhancements in the Transactional Data Framework. Improved the reliability by proposing and developing a module to monitor the availability of ERP systems.
- As a member of the Machine Learning group, incorporated various Machine Learning features in SAP’s internal tools, in order to reduce the manual effort
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Data Science Volunteer, Data for Democracy
February 2019- March 2019
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Worked with Colorado ACLU as a data science volunteer to analyze and visualize data on bail in Colorado to inform proposed legislation in the upcoming state house legislative session.
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Research Intern, IIIT Jabalpur
August 2020 - Present
- Worked on a research project to generate automatic class-level documentation of object-oriented code provided in the input.
- Used micro-codes to tag the various elements of the code which were then used for generation of a class level documentation of the code.