Professional work

Experience

My work across subscriptions, fintech and cross-industry analytics. Open a documented experience to explore its architecture and decisions.

01 / Professional experience

Data engineering with a business purpose.

Feb 2025 — Present

Leadtech Group

Analytics Engineer

Subscriptions · Remote

One shared payments model. Less repeated integration work.

Unified Stripe, Adyen, and Worldpay data from silver into a shared gold model, standardizing transactions across projects and contributing to an approximately 50% reduction in new-project launch time.

dbtDatabricksData modelingRevenue operations

View Leadtech experienceArchitecture, decisions & outcomes →

Apr 2022 — Feb 2025

Ripio

BI Analyst

Fintech & crypto · Remote

Connecting product behavior to acquisition, retention, and revenue.

Worked with Product, Marketing, and CRM teams to turn attribution, events, and behavioral data into actionable reporting.

Designed and analyzed attribution models across paid and owned channels.
Used Segment and product events for segmentation and customer lifecycle analysis.
Conducted cohort, funnel, and A/B test analyses; built reporting datasets and dashboards.

SegmentAttributionProduct analyticsExperimentation

Aug 2020 — Apr 2022

Diveria

BI Analyst

Cross-industry analytics · Remote

From warehouse foundations to decision-ready dashboards.

Delivered end-to-end analytics projects across e-commerce, real estate, manufacturing, and logistics.

Designed data warehouses using SQL Server and Azure SQL Database.
Built automated ETL pipelines with SSIS and Azure Data Factory.
Created Power BI and Looker Studio dashboards and analyzed customer behavior.

SQL ServerAzure Data FactoryPower BILooker Studio