Jiali Huang

Engineering Consultant @Celerity

Walnut Creek, CA, US

Worked with data for infrastructure planning, asset reliability, and risk management.• Managed attribute data describing assets, work orders, and operational metrics.• Designed ETL workflows to consolidate large, disparate datasets into a centralized database.• Built curated analytical tables and an operational dashboard that unified multiple enterprise data sources.• Shortened reporting cycles and improved audit readiness by standardizing data and automating refreshes.• Developed data-matching logic to reconcile identifiers across systems, improving completeness of asset records.• Enhanced time-series forecasting with new features to improve demand predictions for capacity planning.• Created a risk-based prioritization model to rank assets for inspection, increasing proactive finds and reducing unplanned work.• Partnered with operations, field, compliance, and IT teams to translate business needs into simple, usable reports.