At TATA CONSULTANCY SERVICES LIMITED, I engineered Python automation and AWS Lambda functions for production log analysis, alert validation, event deduplication, and environment health checks. I also designed CloudWatch alarms and log metric filters across 10+ log groups to detect failures and stuck processes.
I built Python integrations with Splunk to process search outputs, generate KPIs, and send automated email reports, saving around 8–10 hours per week in manual analysis and reporting. Cooldown and deduplication logic reduced redundant alerts by around 60–70%.
I automated deployment and operational workflows with Jenkins, shell scripting, and Chef, reducing deployment-related errors by around 40%. Earlier, as a Data Engineer intern at ARANTI AI PTE LTD, I architected a Python and MongoDB REST API for processed maritime data that reduced retrieval time by 60%.

