Open to opportunities

Madhuri Iragavarapu

@madhuriiragavarapu

Message

I build scalable Looker analytics products that improve revenue visibility, reporting accuracy, and decision-making.

India

Message

What I'm looking for

I'm looking to build scalable BI and analytics products, partner closely with engineering and business teams, and improve data quality, KPI consistency, and decision-making.

At EXPO, I own end-to-end Looker BI delivery for sales, revenue, and operations, from dashboard design and LookML modeling to data-pipeline coordination.

I've built leadership-ready reporting, scalable semantic layers, and automated SQL and Python workflows. By refining KPIs and strengthening data quality, I reduced inconsistencies by approximately 30% and improved trust in BI outputs.

Previously at Synchrony, I developed fraud and recovery classification models, automated model reporting and QA, and delivered leadership insights on fraud trends and loss mitigation. I enjoy connecting BI, engineering, and business teams to turn complex data into clear decisions.

Experience

Work history, roles, and key accomplishments

Current

Senior Business Intelligence Analyst

Current

XPO

Jan 2022 - Present (4 years 8 months)

Owned end-to-end delivery of BI solutions using Looker, including dashboard design, LookML modeling, and data pipeline coordination. Built leadership-ready dashboards and automated reporting workflows, reducing data inconsistencies by approximately 30%.

Looker LookML SQL Python Data Modeling Dashboard Design Data Pipelines Data Quality Stakeholder Management

Senior Analyst

Synchrony

Jan 2020 - Dec 2021 (1 year 11 months)

Developed and maintained fraud and recovery classification models using Python and SQL, improving model consistency and predictive stability. Built automated model reporting and QA workflows, reducing insight delivery time by around 25%.

Python SQL Classification Anomaly Detection Model Validation Data Quality Dashboarding Risk Governance