Open to opportunities

William Fu

@williamfu

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Senior Data & Analytics Engineer specializing in building reliable, scalable data platforms and actionable analytics.

Brazil

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What I'm looking for

I seek a data engineering or analytics role focused on building scalable, well-tested data platforms, automation, and cross-functional collaboration in teams that value data quality.

I am a Senior Data & Analytics Engineer with broad experience building ELT pipelines, data modelling, and observability across cloud platforms. I focus on delivering reliable, well-tested datasets and self-service analytics that empower business teams.

At TELUS Digital I developed infrastructure-as-code pipelines (Pulumi) and refactored templated configs, led migration of legacy dashboards into GCP, and introduced a SQL Style Guide enforced via SQLFluff to improve developer productivity.

Previously, I rebuilt dbt models for a Stripe migration at Toggl, optimized ELT scheduling to reduce lead time by 40%, and implemented extensive testing for MRR models. At Nubank and earlier roles I reduced redundant datasets, deployed bespoke SQL tests, and supported cross-team analytics using Spark/Scala, Power BI, and Qlik.

I mentor engineers, conduct technical interviews, and hold the Google Professional Data Engineer certification; I seek to join teams that value data quality, automation, and clear operational practices.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Engineer

Current

TELUS Digital

Jan 2025 - Present (1 year 2 months)

Developed GCP data transformation pipelines using Pulumi, BigQuery, Workflows and Eventarc; restored critical alerting by migrating legacy Domo pipelines to GCP and led SQL standardization via a SQLFluff-driven style guide, improving code quality and reliability.

BigQuery Pulumi Workflows SQLFluff Jinja Data Migration Monitoring

Analytics Engineer

Toggl

Jan 2023 - May 2024 (1 year 4 months)

Rebuilt 20+ dbt models during a Stripe migration to consolidate revenue metrics in BigQuery, reorganized ELT scheduling (Airbyte + Prefect) to reduce lead time by 40%, and implemented extensive dbt tests to catch MRR anomalies.

DBT BigQuery Airbyte Prefect Looker Hex

Senior Analytics Engineer

Nubank

Jul 2021 - Nov 2022 (1 year 4 months)

Built and tested Spark/Scala datasets, deprecated 30+ redundant collections to reduce costs, and delivered core accounting source-of-truth datasets used across reconciliation, collections and finance processes.

Spark Scala Data Modeling Data Quality Dataset Deprecation ETL Documentation

Data Analyst II

Sicredi

Apr 2020 - Jul 2021 (1 year 3 months)

Led migration of 20+ dashboards from Tableau/Quicksight to Power BI, revamped data modeling and metrics, and optimized SQL/Athena queries to reduce costs and improve performance.

Power BI Tableau SQL Data Migration Data Modeling Performance Tuning Reporting

BI Analyst II

Portocred

Aug 2019 - Apr 2020 (8 months)

Built CRM campaign performance dashboards in Power BI and performed deep-dive analyses that contributed to a 30% YoY increase in click conversion rate.

Power BI SQL Server SSIS Conversion Optimization NPS

BI Analyst

DLL Group

Jul 2017 - Aug 2019 (2 years 1 month)

Served as primary Qlik Sense developer, built Brazil KPI dashboard adopted globally, delivered Qlik training, and created a dynamic sales reporting tool using Power Query and Power Pivot.

Qlik Sense Qlik Power Query DAX Reporting Training Excel Modeling

Education

Degrees, certifications, and relevant coursework

Federal University of Rio Grande do Sul

Bachelor of Science, Industrial Engineering

2013 - 2018

Completed a Bachelor of Science in Industrial Engineering covering engineering fundamentals and systems analysis from March 2013 to December 2018.

University of Wisconsin–Madison

Exchange Program, Industrial and Systems Engineering

2014 - 2015

Exchange student in Industrial and Systems Engineering during August 2014 to August 2015 focusing on coursework and cross-institutional collaboration.