Digital Scriptorium OpenRefine documentation and JSON recipes for data reconciliation
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Updated
Dec 23, 2025
Digital Scriptorium OpenRefine documentation and JSON recipes for data reconciliation
This is the repository for my Final Year Project, part of my BEng degree.
Data Quality & Reconciliation framework (counts, schema, nulls, unique, ranges) with JSON/HTML reports & CLI. CLI to validate CSV/Parquet datasets and emit JSON/HTML data quality reports (counts, schema, nulls, unique). Lightweight data quality checks for pipelines (YAML config, pandas) + CI-ready tests and reports.
SQL automation project for fixed income corporate action reconciliation and cash entitlement validation.
41 Google Apps Scripts: AI integration (GPT, Claude), data reconciliation, e-commerce automation. 5.3K LOC JS. 13 months. Production-ready automation.
A Single View application aggregates and reconciles data from multiple sources to create a single view of an entity.
Core Revenue Assurance (RA) project simulating, detecting, and diagnosing critical network-to-billing revenue leakage for Safaricom Telecommunications Ethiopia PLC.
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