Karoline Sears
Data Governance Consultant @Abode Energy Management
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WORK HISTORY
Data Governance Consultant @Abode Energy Management
I advise organizations on data governance, analytics, and operational excellence, helping them move from fragmented data practices to fully governed, insight-driven ecosystems.• Designed and implemented automated Python validation pipelines leveraging AI and machine learning for data profiling, anomaly detection, and automated remediation across ingestion, transformation, and financial datasets.• Partner with product, engineering, and operations teams to embed data reliability scoring and ML-driven error detection into live systems, enabling proactive issue remediation and improving trust in business data.• Lead enterprise data landscape mapping to catalog data sources, document lifecycle stages, and identify optimization opportunities aligned with MDM and data quality best practices.• Develop interactive Power BI and Tableau dashboards to link governance maturity and data quality metrics with operational KPIs, empowering stakeholders with actionable insights.• Build modular, metadata-driven quality control frameworks that streamline ingestion-to-consumption efficiency by over 60% and reduce reconciliation errors.• Perform organizational data maturity assessments guided by DAMA-DMBOK principles, delivering strategic recommendations to leadership.• Provide project management and change leadership for data quality initiatives, fostering a culture of transparency, accountability, and continuous improvement.
EDUCATION
Udacity
Nanodegree
St. Lawrence University
Bachelor of Science (BS)
New York University
Master of Arts (M.A.)
ABOUT KAROLINE SEARS
Data governance and analytics leader with 15+ years of experience designing scalable…
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