Converted repetitive manual decision-making into structured automation logic — eliminating 5,200+ annual hours and standardising project workflows across a 9-person global PM team.

Observed and catalogued recurring workflows across multiple delivery programs — identifying trigger patterns, action patterns, and categorising tasks as repeatable vs variable. Built the foundation for all subsequent automation work.

Designed a structured RCA system to break recurring delivery issues into immediate cause, underlying cause, and category (vendor / internal / process) — reducing repeat escalations and improving stakeholder trust.

Built Power BI and Tableau dashboards consolidating delivery metrics, KPIs, and risk indicators across 38+ programs. Adopted as the executive reporting standard for QBRs, YBRs, and portfolio decisions.

Used SQL to extract, clean, and validate sales and inventory data for a $1M+ budget startup. Multi-table JOINs, GROUP BY aggregations, and trend analysis fed directly into operational dashboards.

Designed and prototyped a unified dashboard concept to consolidate fragmented data across Airtable, web sources, and spreadsheets. Used Selenium and Python for data extraction and aggregation.

End-to-end delivery of a $13M+ enterprise portfolio across 38+ global clients and 75+ languages. Led a 9-person PM team maintaining 99% on-time delivery and 59% gross margins.

Led enterprise-wide Azure DevOps integration — standardising lifecycle tracking, sprint workflows, and reporting pipelines across 38+ client programs globally.

Designed a structured delegation framework defining primary and backup ownership for every task — eliminating single-point-of-failure dependencies and reducing delivery delays caused by resource unavailability.

Initiated and managed structured sync frameworks with onsite and offshore stakeholders — defining communication cadence, ownership, and shared context loops that reduced delays and improved cross-team decisions.

Personal experimentation space: SQL analytics on real datasets, Power BI dashboard concepts, Python automation toolkits, and AI-assisted workflow tools. Each project answers a real business question.