Architecture, decisions, and outcomes for AI/finance projects I have built or led.
These case studies cover production work delivered at a Big Four BPO accounting practice (current employer, name withheld for contractual confidentiality), AgroFresh (NYSE-listed Regional Controller LATAM), Capgemini (LATAM IFRS Consolidation), and through FX Studio AI consulting engagements.
The implementations behind these case studies are under client confidentiality (Big Four BPO contracts, NYSE-grade SOX controls, NDA-bound consulting). The repos are intentionally private.
Each case study documents the problem, architecture, decisions, and outcomes — enough for any technical reader to evaluate the depth of the work without breaching confidentiality.
For public, code-complete projects, see my profile README — flagship plugins are open source under MIT (skill-advisor, Pipeline-Orchestrator, engineering-context, cc-mastery).
| Case Study | Domain | Key Outcome |
|---|---|---|
| IFRS 15 Revenue Recognition Platform | Revenue Recognition | Full 5-step model, multi-tenant, audit-ready |
| IFRS 16 Lease Accounting SaaS | Lease Accounting | Live B2B SaaS with Stripe billing — ifrs16-calculator.web.app |
| Integrated Accounting Intelligence (Big Four BPO) | Finance Automation | 70% manual task reduction, 40% faster reporting cycles across multinational BPO portfolio |
| Case Study | Domain | Key Outcome |
|---|---|---|
| IFRS 9 ECL Models | Credit Risk / ML | PD / LGD / EAD modeling + portfolio anomaly detection |
| Financial Forecasting Engine | FP&A / Forecasting | Time-series regression, scenario simulation, Monte Carlo stress testing |
| Accounting Anomaly Detection | Audit / Compliance | Mistral 7B local LLM + 6 ledger error pattern detectors with confidence grading |
| Budget & Scenario Analysis | Budget / Planning | Automated budget construction with FX/inflation/rate stress testing |
Maintained by FX Studio AI — Business Automation with AI.