Ankur Gupta

At ThoughtsWin, I architect Azure Databricks data platforms for enterprise finance and lead the PFG Transportation Management System migration. I design Bronze/Silver/Gold lakehouse pipelines, CDC ingestion, SCD Type 2 models, and Unity Catalog governance across DEV, QA, and PROD.

I bridge India and Canada delivery teams as an offshore technical lead, guiding sprint planning, architecture reviews, and Databricks best practices. I’ve built environment-aware configuration and centralized audit frameworks that support more than 15 concurrent pipeline workstreams.

As Co-Founder and CTO of Trackocity, I built a B2B multi-touch attribution platform processing 1.5–2 million tracking events daily for 30+ clients. I delivered Airflow orchestration, multi-tenant isolation, AWS observability, an MCP server for natural-language analytics, and a RAG support pipeline that reduced reporting time by 60% and support tickets by 40%.

I also bring applied ML and data platform experience from Myteam11, Nicobar, and Voylla, including fraud detection that saved ₹4 crores annually and lakehouse optimization that improved query performance by 82%.