TELUS · Data Engineer
May 2022 – Present - Technical lead across two major platform initiatives; scope covers $5B+/yr in revenue reporting, $100M+/yr in financial planning transactions, 10+ source systems, 300+ users across 7 business units.
- Led full decommission of legacy on-prem stack (MSSQL/Informatica/SAS) and migration to GCP with zero disruption to month-end financial close; cut ~$100K/yr in licensing.
- Partnered with stakeholders across 7 business units to translate financial planning requirements into pipeline designs, data models, and platform features.
- Defined team engineering standards end to end: IaC, CI/CD, branching strategy, release process, design docs; onboarded 3 new developers against those standards.
Selected Projects
Financial Planning Platform
Technical Lead · 2025 – Present - Designed async job pipeline (Celery/Redis) for ERP write-backs with idempotent retry, per-request status tracking, and rollback; kept UI responsive under concurrent approval traffic from 300+ users.
- Built admin interface for live data editing, request queuing, and operational control over import/export operations; LDAP-integrated role-based access controlling approval chains and data visibility.
- Automated end-to-end posting of $100M+/yr in financial planning transactions across 7 business units; cut ~10hr manual cycles to <20min.
GCP Financial Data Mart Migration
Technical Lead · 2024 – 2026 - Engineered source-of-truth revenue reporting pipeline tracking $5B+/yr at customer-level granularity; 15+ ELT pipelines consolidating 10+ source systems into BigQuery; 30+ downstream BI reports.
- Built event-driven sync pipelines (Cloud Run, Pub/Sub, Cloud Scheduler) automating data flows between enterprise financial systems; eliminated 12+ hrs/month of manual transfers.
- Provisioned all infrastructure as code via Pulumi; designed partitioned/clustered BigQuery tables for interactive-latency query performance; containerized batch pipelines on Cloud Run/Cloud Batch.