REalchemy / REdistribute
Senior Director, Data (Apr 2025 to present) · Director, Data (Jul 2022 to Apr 2025)
New York
I help lead the data operations behind REdistribute, a national data product that brings together data from 55+ sources across 35 states into one normalized dataset, delivered by API and Snowflake.
- sources
- 55+
- states
- 35
Compass
Senior data analyst
Sep 2021 to Jul 2022 · New York
50%+
less customer impact from data issues
Situation
Customer-facing data pipelines at a fast-growing technology company, where delays, gaps and inaccuracies reached customers directly.
What I did
Monitored the pipelines and traced issues to their causes. Wrote Python scripts to improve quality metrics for freshness, availability and platform health. Built 7+ operational dashboards so several teams could see issues and act on them.
What changed
- Customer impact from data issues fell by more than 50%.
USAA
Senior analyst
Sep 2020 to Sep 2021 · San Antonio, Texas
80%
less time validating data
Situation
Executive reporting in a large, highly regulated financial-services company, drawing on data from 11 internal organizations.
What I did
Automated data-quality validation with Python and SQL. Found gaps in the pipelines behind four reports and added quality checks. As data steward for an executive report, set its standards, and helped build the data dictionary and business glossary.
What changed
- Data-quality validation time fell 80%.
TrackSo
Co-founder
Aug 2016 to Aug 2019 · Delhi area, India
10x
onboarding capacity, to 5,000+ assets
Situation
An IoT SaaS company monitoring energy assets, built on real-time operational data: about 500K live records a day.
What I did
Turned customer pain points into the product roadmap. Launched an analytics engine that found the most common reasons for potential system failures. Improved ETL performance on the live time-series data. Led a cross-functional team of 13.
What changed
- Onboarding capacity grew 10x, to more than 5,000 assets, within three years.
- The recurring customer rate rose 70%.
- Platform usability improved 40%.
- Customers’ energy operations and maintenance use cases saw 25–40% better asset performance.
Oracle Financial Services
Technical analyst
Sep 2013 to Dec 2015 · Bangalore, India
48 hrs
less per solution delivery
Situation
Data sanitization, ETL and quality frameworks for banking software used by more than 25 Fortune 500 banks.
What I did
Led six developers to build an automated health-check tool for the OFSAA 8.0 platform.
What changed
- Each solution delivery took 48 hours less.
Earlier and alongside
- 2020Teaching assistant, Data Management, University of Connecticut. Designed a 25+ relation database model for a manufacturing analytics project.
- 2016Presales manager, Altizon Systems (industrial IoT). Translated factory-floor needs into requirements; feature turnaround 2 weeks faster.