AdOps reconciliation engine for automated discrepancy analysis. Compares internal (GAM) and external (SSP) revenue data, identifies impression/revenue gaps based on custom thresholds, and provides executive analytics dashboards using Streamlit and SQLAlchemy.

A professional framework for corporate credit risk evaluation and financial auditing. Features a 6-month governance engine and a redacted case study of a V-shaped recovery in the Singapore construction sector. Connects raw credit bureau data to strategic business growth via forensic ratio analysis and 11-point accountability controls.