
Analytics Engineer (Contract) ยท May 2026 โ Present
Business-Context Dashboards for the High-Value Buyer Journey
Context
Leadership needed a clear, trustworthy view of the journey for five-figure buyers โ from first engagement through match outcomes โ but the underlying data lived across disconnected sources with no governed pipeline feeding it.
Architecture & Approach
- Built an ETL pipeline and advanced SQL data models in BigQuery to consolidate the full five-figure buyer journey.
- Designed business-context dashboards in Sigma tying buyer stage, engagement, and outcomes together for stakeholder consumption.
- Conducted a website audit to identify and resolve data-quality and tracking gaps feeding the pipeline.
My Contribution
I individually built the ETL pipeline, the BigQuery data models, and the Sigma dashboards, and ran the website audit myself. Acting on the resulting insights is a Tawkify leadership decision.
Outcome
Leadership gained a governed, trustworthy view of high-value buyer journeys for the first time, replacing ad hoc reporting with a single source of truth.
Stack
SigmaBigQueryAdvanced SQLETL PipelinesWebsite Audit