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fernandoxavier02/README.md


πŸ‘‹ About

Finance executive with 15+ years leading controllership, consolidation, and FP&A across Latin America β€” currently Head of Accounting & Controlling at the BPO practice of a global Top 10 accounting firm, leading ~100 professionals through 7 direct managers and serving as primary finance liaison to client CFOs and Big Four auditors. Background spans multi-entity IFRS / US GAAP / BR GAAP close and consolidation, M&A and transfer pricing, and the Regional Controller mandate for a NYSE-listed group across 5 LATAM countries.

My differentiator is bringing AI and automation into the finance operation itself β€” not as a side project, but as a leadership agenda. I have driven automation that cut manual accounting work by ~70% and reporting cycles by ~40% across a multinational client portfolio, and I sit on my firm's national Tax Reform committee and its global Technology Committee for AI initiatives.

Currently: Head of Accounting & Controlling β€” leading ~100 professionals and the firm's AI-driven accounting transformation.
Also: Founder of FX Studio AI, where I build the automation tooling behind that agenda.
Open to: CFO / Finance Director / Head of Controllership roles with a digital-transformation mandate.


πŸ† Featured Work

Finance transformation initiatives I have led and directed β€” each framed by the business problem it solved and the outcome it delivered. The narrative write-ups (role, decisions, governance, results) live in case-studies; the public repositories below are sanitized technical demonstrations of the same domains, built with synthetic data (no client data exposed).

5-step revenue recognition engine with SSP allocation, waterfall analytics, and AI-powered natural language queries.

NestJS Angular 17 PostgreSQL Prisma OpenTelemetry

Case-study impact: 70% faster monthly close Β· 96% error reduction Β· 7Γ— contract throughput

Lease accounting SaaS with VP calculation, ROU asset tracking, automatic CP/LP split, and economic index remeasurement.

FastAPI Python PostgreSQL Stripe Firebase Cloud Run

Case-study impact: 98% faster per contract Β· 96% remeasurement accuracy Β· 3Γ— more contracts managed

AR/AP reconciliation platform with 17 analytical dimensions, automated bank reconciliation, ABC curve, and algorithmic risk classification.

Python Pandas Angular 17 Docker Multi-bank parsers

Case-study impact: 94% faster reconciliation Β· 83% fewer unsupported entries Β· 87% fewer unexplained bank divergences

RAG system for tax law queries with local LLM (Llama 3), official source citations, and 100% privacy β€” zero cloud calls.

Python LangChain FAISS Llama 3 Angular 17 Sentence Transformers

Case-study impact: 92% faster research Β· 98.7% citation accuracy Β· 4.8/5.0 user satisfaction

Automation & AI Infrastructure

Back-office workflow automation across n8n, Make & Zapier β€” webhook β†’ transform β†’ route β†’ notify, approval gates, scheduled syncs.

n8n Make Zapier Python Webhooks

Document intelligence pipeline β€” OCR, extraction, chunking, embeddings and a medallion data lake (bronze/silver/gold).

Python Tesseract Airflow FAISS MinIO

Local AI agent for finance β€” connects ERPs via MCP, RAG over policies, AP & reconciliation automation.

Python MCP RAG Local LLM ERP


πŸ’Ό Professional Background

Finance & Leadership (core)

IFRS US GAAP BR GAAP Financial Close & Consolidation FP&A Budgeting & Forecasting M&A Due Diligence Transfer Pricing Internal Controls Big Four Audit Management Revenue Recognition Lease Accounting Team Leadership (~100 people) Pre-Sales & Solution Design

AI & Automation (applied to finance)

Finance Process Automation Multi-Agent Orchestration RAG for Tax & Accounting Research Anomaly Detection Predictive Analytics & Forecasting Power Automate Power BI SAP MCP (Model Context Protocol)

Hands-on tooling, for the technically curious: Python Β· TypeScript Β· FastAPI Β· NestJS Β· Angular Β· PostgreSQL Β· Docker Β· LLMs (incl. local/open-source)


πŸ“Š GitHub Stats


🌐 Connect


Building systems at the intersection of domain expertise and engineering craft.

Pinned Loading

  1. brazilian-tax-reform-oracle-showcase brazilian-tax-reform-oracle-showcase Public

    Brazilian Tax Reform Oracle β€” RAG system for tax law queries with local LLM. Showcase for finance executive portfolio.

    TypeScript

  2. controllership-reconciliation-showcase controllership-reconciliation-showcase Public

    Controllership Reconciliation Engine β€” AR/AP reconciliation, ABC curve, risk matrix, bank reconciliation. Showcase for finance executive portfolio.

    Python

  3. ifrs15-revenue-intelligence-showcase ifrs15-revenue-intelligence-showcase Public

    IFRS 15 Revenue Intelligence β€” 5-step recognition engine, SSP allocation, AI reports. Showcase for finance executive portfolio.

    Python

  4. ifrs16-lease-intelligence-showcase ifrs16-lease-intelligence-showcase Public

    IFRS 16 Lease Intelligence β€” VP calculator, ROU asset, amortization schedules. Showcase for finance executive portfolio.

    Python

  5. case-studies case-studies Public

    Case studies for AI/finance projects β€” architecture, outcomes, and metrics. Code is private under client confidentiality.

    1

  6. Pipeline-Orchestrator Pipeline-Orchestrator Public

    Adversarial AI code review pipeline β€” 37 specialized agents, 12 pipeline types, 1 command. Flagship of the FX Studio AI cross-platform suite (Claude Code).

    JavaScript 1