Coronary Angiogram Dataset Cleaning
Rule-driven cleaning for coronary angiogram records and derived clinical features.
Rule-driven cleaning for coronary angiogram records and derived clinical features.
Enact Business Solutions
Data Engineering
Role: Data Engineering Delivery
Private
2025
Coronary angiogram records required normalization before reliable downstream grouping and analysis.
Applied clinical cleaning rules, severity normalization, derived feature generation, and validation checks.
Cleaned coronary angiogram fields.
Standardized severity and derived indicators.
Improved dataset readiness for analytics.
Capability Proven: Domain-informed data quality engineering for specialized clinical datasets.
Confidentiality: Private healthcare workflow. Sensitive records are excluded.


Healthcare data pipeline for patient records, lab entries, and multi-source validation.
70k+ patient records
Python / Pandas / OpenPyXL / +2

Cardiac ETL workflow for Oracle exports, labs, and curated patient-level datasets.
Oracle exports
Python / Pandas / OpenPyXL / +1