One background, presented for three kinds of work. Each version emphasizes the experience most relevant to its lane and is available as a clean, printable PDF.

Lane 01

Software Engineering

Production applications, internal platforms, backend systems, monitoring, and reliability.

Lane 02

Data & Analytics

ETL pipelines, reporting workflows, dashboards, data quality, and business-facing insights.

Lane 03

Applied AI & Automation

AI training workflows, deployment infrastructure, practical automation, and technical solutions.