Data · Analytics · Q4 2025
Executive Data Reconciliation System
Software Developer
A programmatic financial and transactional reconciliation platform for executive review, catching discrepancies and double entries across business units dynamically.
Stack
PythonDjangoAdvanced SQLSystem map
System map
System captures
Problem
Executives reviewed multi-unit financial and transactional data that drifted across databases — double entries and discrepancies hid until late reviews.
Solution
Built programmatic cross-database mapping and discrepancy detection with daily operational health metrics for C-suite review.
Highlights
- Cross-database mapping algorithms
- Automated discrepancy detection
- Daily operational health metrics
Outcomes
- Discrepancies caught dynamically instead of in quarterly fire drills
- Leadership gained a trusted daily integrity signal
- Cross-unit reconciliation stopped depending on tribal spreadsheet owners
Impact
Ensured absolute data integrity and gave the C-suite precise daily operational health metrics.
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