Case study / Founder & builder

Quality Analytics
(2021–2026)

Quality Analytics was a TV and radio attribution platform that I founded and built. It measured the response to broadcast media for more than 100 brands and carried out more than 20 GA4 migrations.

I stepped back from day-to-day operations in August 2026; the business continues at a maintenance footprint.

SPOT-LEVEL LIFTFIG. 06
Minute-by-minute response chart with TV airings generating measurable spikes above a baseline.TV AIRINGTV AIRINGINCREMENTAL LIFTEXPECTED BASELINERESPONSETIME9:30 AM9:4510:0010:1510:30
Airings, response, and lift.
Measured against the baseline.

The question behind the platform

What happened
after the ad aired?

A media schedule showed what ran. The business needed to understand the response.

The platform connected airings with patterns in website and call-center activity to estimate lift, so advertisers could compare networks, dayparts, creatives, and markets.

Platform workflow / conceptual view

  1. 01 / INPUTS

    The airing. The response.

    Media postlogs + website or call-center data

  2. 02 / MEASUREMENT

    Connected the evidence.

    Spot-level attribution and lift modeling

  3. 03 / DECISIONS

    Compared the schedule.

    Networks, dayparts, creatives, and markets

A diagram of the workflow, not a client dashboard.

What I built

From the model
to the reporting.

01

Google Cloud and BigQuery.

Built the data platform on Google Cloud, with BigQuery as the warehouse behind the measurement.

02

Attribution and lift modeling.

Developed the models that separated the response to an airing from the expected baseline.

03

Looker and Power BI reporting.

Delivered results through reporting that teams could use to compare the parts of a schedule.

What it achieved

The results.

100+ brands

Served through Quality Analytics.

20+ GA4 migrations

Carried out from legacy analytics setups.

Get in touch

Currently seeking a full-time analytics or measurement role.

Get in touch

Based in Las Vegas; open to Southern California.