About

The short version of a long story.

I started in data warehouses. A city government data team, 2014: SSIS packages, month-end reports, and the slow realization that most organizations do not have a data problem. They have a trust problem.

Twelve years later, the resume says I led enterprise reporting at a healthcare payer, architected the BI platform that carried a supply chain company through a merger into a multi-billion-dollar business, modernized financial data for one of the largest apartment developers in the country, and built the revenue intelligence platform a $1B software company uses to run board meetings.

What it actually means: I sit where data meets decisions. Sales, Finance, Marketing, Operations. I have watched forecasts get argued about in rooms where nobody could say why the number moved, and I have built the systems that ended those arguments. Not with prettier charts. With provenance: numbers that carry their own chain of custody, so leaders stop debating the data and start deciding with it.

The craft changed along the way. It used to be SQL, star schemas, and refresh windows. It still is, but now the frontier is AI: LLM-assisted analytics, agentic workflows that act instead of waiting to be read, and MCP integrations that connect models to enterprise data safely. I write about that shift and I build working demos of it, because claims without mechanisms are just marketing.

These days I work from Sarasota, Florida. I take on a small number of consulting engagements, I am open to the right leadership seat, and I am building toward ventures of my own. I care about work that holds up under scrutiny and about giving back more than I take.

CompanyRoleYearsHeadline
Enterprise software, ~$1BSenior Manager, Revenue Intelligence & Insights2025–2026Fabric medallion platform; board, CEO, COO, CMO reporting; +20% forecast accuracy
National real estate developerBI Architect20251.5B records archived; refresh 11h to 2h; lakehouse modernization roadmap
Supply chain automation, multi-billionDirector of Business Intelligence2023–2024Five ERPs consolidated; close 15 to 5 days; ~$40M cost cut enabled; 100% team retention
Supply chain automationManager, BI & Data2022–20236-person team mentored; 60+ reports automated; $3B post-merger reporting
Supply chain automationEnterprise Data Architect2021–2022Enterprise BI platform; governance standards; ERP and CRM integration
Major healthcare payerSenior BI Developer V2018–2019Enrollment & Billing reporting across Snowflake, DB2, Oracle, SQL Server
EarlierBI developer and data architect roles2014–2018Staffing, tax services, financial services, credit union, and city government employers

B.S. Computer and Information Science, University of North Florida.

Contact

The longer story is better in person.

© 2026 Sukhmani Bains ยท Sarasota FL LinkedIn ↗ Res