Data Engineering Manager / Architect, Data / ML Engineer
IBM Consulting
Aug 2018 - Dec 2023 (5 years 5 months)
ABBOTT Sales Analyzer: Data Lake Modernization & Data Deletion Projects, US
01.2022-12.2023
• Faced fragmented data sources, compliance risks, client uncertainty regarding feasibility, ROI of modernizing data infrastructure.
• Architected data/ML migration pipeline w/ AWS S3 Medallion lake, PySpark, Informatica, Redshift, SageMaker ML model.
• Secured a $2M contract w/ high ROI MVP. Achieved 2x faster data loads, reduced Power BI report generation time by 40%.
• Solved compliance, security (mask, anonymize) by implementing GDPR/HIPAA-compliant data deletion (Salesforce, Snowflake).
BRITISH PETROLEUM Common Process Transformation Project, UK
01.2021-12.2021
• Faced slow document search, low data quality, high development costs, and disjointe