AI and data science leader building production AI products
I lead the teams and platforms that take applied AI from model to deployed product, across banking, payments, and enterprise SaaS. I also build and ship products of my own.
Production AI I've led, from first design to scale.
SiriusAI, for financial institutions
An agentic platform that investigates alerts from transaction monitoring systems against FinCEN red flags, drafts the case narrative, and routes it to investigators and supervisors for review before filing.
Apptio (IBM)
A carbon-footprint analytics product that estimates power use and emissions for cloud workloads across AWS, Azure, GCP, and Oracle, built from zero inside Cloudability. The estimation methodology is the subject of a filed U.S. patent.
Products I build and ship on my own time.
A design-time cost simulator for agentic AI workflows. It shows the full range a workflow could cost, the typical run and the bad one, next to how often it actually finishes the job.
An AI-assisted interview preparation platform. It builds a skill map from a job description and adapts mock interviews to the gaps it finds.
Jan 2026 – Sep 2026
Solutions architect and technical lead across three data science teams, building production AI platforms for global banking and payments clients.
May 2020 – Jan 2026
Led the India Data Science team building AI products for the Cloudability and Apptio FinOps platform, including services used by 1,000+ enterprise customers.
Apr 2017 – May 2020
Technical lead for data science across U.S. retail banking and cards.
Mar 2016 – Mar 2017
Owned the organization-wide returns KPI.
Jun 2012 – Feb 2016
Predictive modeling for banking and telecom clients.
Aug 2007 – Jul 2010
Financial-services ETL and ERP delivery.
Full resume (PDF) (PDF, opens in a new tab) · Updated Oct 2026
For leadership roles, advisory work, or speaking, email me or reach out on LinkedIn.
