At Alternative Path, I architected a proprietary data observability platform covering 200+ production pipelines across AWS. It became the organization’s source of truth for data health and informed $250M+ in client investment decisions.
I deployed freshness checks, schema drift detection, and automated alerting across production pipelines, reducing data quality incidents by 40%. I also built an engineering productivity measurement framework to help leadership assess tooling ROI and make resourcing decisions.
At Q2 Software, I built reusable Pandas-based validation and cleansing frameworks for client data migrations, delivering 100% accuracy across 15+ concurrent migrations. I also designed standardized transformation logic that reduced average delivery timelines by 20%.
Earlier, I engineered data platforms and warehouse systems at ATYETI Inc, ValueLabs LLP, KPI Partners India Pvt. Ltd., and ATMECS Inc. My work included a Content Data Lake platform, Snowflake warehouse migrations, and the Eureka enterprise data migration for Citrix.

