Projects

Selected initiatives from my career โ€” building and scaling data platforms, and the teams behind them.

Dialpad ยท 2023โ€“2025

Global Data Platform & Team Scale-Up

Owned the analytics and data engineering platform end to end while growing the company from $200M to $300M ARR.

  • Led a global team of 14 across Argentina, Canada, the Philippines, India, and the US.
  • Built and scaled a new Data Hub in India as a cost-efficient center of excellence.
  • Architected a core data platform with real-time streaming, dimensional models, and consistent metric definitions using BigQuery, dbt, Airflow, and Looker.
  • Established data governance, quality, and observability frameworks that improved reliability and stakeholder trust.
  • Built and deployed ML models delivering actionable insight into customer behavior.
Meta ยท 2020โ€“2023

Company-Wide Data Accuracy Initiative

Owned metric integrity across Facebook, Instagram, Messenger, Ads, and Video โ€” one of the highest-stakes data trust problems at the company.

  • Reviewed, audited, and optimized critical external metrics and data pipelines across 18+ Meta organizations.
  • Ensured no incorrect metrics were published on any Meta platform, preventing multi-million-dollar financial and reputational risk.
  • Built governance frameworks and tools with globally distributed engineering and analytics teams.
  • Presented program health and strategy directly to VPs and Directors.
Gap Inc. ยท 2018โ€“2020

Enterprise Data Platform & Cloud Migration

Modernized the data backbone behind Gap's global real estate and store development organization.

  • Architected and delivered enterprise applications supporting a $3M global real estate and store development portfolio.
  • Designed and implemented a next-generation Data Lake and Data Mart on public cloud infrastructure.
  • Built scalable, automated data pipeline frameworks with strong governance and high availability.
  • Hired and mentored a distributed team of software and data engineers.
Google / Nest ยท 2013โ€“2017

Cloud Data Platform, Built from the Ground Up

Architected the enterprise data platform on Google Cloud Platform from scratch, and led the migration off legacy on-premise infrastructure.

  • Built end-to-end data ecosystems โ€” databases, pipelines, and BI โ€” unifying partner, vendor, and internal data.
  • Led the full migration of on-premise infrastructure to public cloud, including architecture, storage, and networking design.
  • Owned the cloud data stack: Tableau, SQL Server, BigQuery, Cloud SQL, SSIS, SSRS, and Airflow.
  • Defined data governance and privacy standards; led SOX and compliance initiatives from design through audit readiness.