Building intelligent systems that solve real business problems — from AI agent orchestration and MLOps pipelines to enterprise accounting platforms and corporate automation.
15+ years leading Finance & Controllership across Latin America (IFRS, US GAAP, BR GAAP), now applying that domain expertise to design and ship AI-powered solutions for corporate environments.
Currently: leading accounting transformation at a Big Four BPO practice. In parallel: building FX Studio AI as a B2B consulting firm focused on AI-driven finance automation. Open to: product and AI-engineering roles at fintechs and AI-first companies where domain expertise and shipping velocity compound.
B2B consulting firm specialising in business automation with AI for enterprises that need to reduce rework, integrate systems, and structure operations intelligently.
fxstudioai.com | contato@fxstudioai.com
What we deliver:
- Internal Agents & Operational Copilots — multi-agent systems with task routing, dependency resolution, and autonomous execution
- System Integrations — ERP, CRM, spreadsheets, APIs, files — connecting what already exists
- MLOps & Predictive Analytics — embedding pipelines, regression models, anomaly detection, financial forecasting, scenario analysis, and stress testing engines
- Enterprise Process Automation — budget workflows, approval chains, financial close automation, and operational process orchestration
- Custom Internal Platforms & SaaS — internal portals, MVPs, and governed enterprise applications
- Corporate Finance Platforms — audit-ready accounting systems (IFRS 15, 16, 9), compliance engines, and financial reporting automation
Service areas: Backoffice & Operations | Financial Approvals & Controls | Document Management & Compliance | Critical Integrations | Governed Agents | Predictive Finance & Forecasting
How we start:
| Entry Point | Best For | Deliverable |
|---|---|---|
| Diagnostic | Unclear scope | Flow mapping, impact hypotheses |
| ROI Sprint | Business case approval | Payback analysis, risk assessment |
| Pilot with Governance | Clear problem, high urgency | Small, testable deliverable |
| Project | Description | Stack |
|---|---|---|
| Skill Advisor | Intelligent toolchain orchestrator — scans 200+ skills, plugins, MCP servers, and agents; recommends optimal combinations with 3-layer search (semantic + graph BFS + keyword). Pre-computed 384-dim embeddings for sub-50ms cold-start. | Node.js, HuggingFace Transformers |
| Pipeline Orchestrator | Multi-agent task execution engine — auto-classifies tasks, executes in adaptive batches with parallel sub-agents. Supports bug fixes, features, refactoring, and deployment workflows. | JavaScript |
| FX Studio AI Marketplace | Plugin marketplace for Claude Code — curated collection of AI agent skills, orchestration tools, and developer productivity extensions. | JavaScript |
| CC Mastery | Claude Code mastery plugin — expert routing, health diagnostics, context maintenance, and developer productivity suite (12 skills). | Python |
| Project | Description | Stack |
|---|---|---|
| Superpowers | Agentic skills framework & software development methodology — structured agent workflows that actually ship. | Shell |
| Context Engineering (Gemini) | Context engineering toolkit ported to Google Gemini ecosystem. | Python |
| Superpower Gemini | Superpowers framework adapted for Gemini agents. | Python |
| FX Studio AI Copilot | FX Studio AI Marketplace — Superpowers + Pipeline Orchestrator for GitHub Copilot. | PowerShell |
| Codex Superpower | Agent orchestration framework adapted for OpenAI Codex CLI. | JavaScript |
| Project | Description | Domain |
|---|---|---|
| IFRS 9 — ECL Models | Expected credit loss prediction using regression and classification models — probability of default (PD), loss given default (LGD), exposure at default (EAD). Anomaly detection for portfolio risk signals. | Credit Risk / ML |
| Financial Forecasting Engine | Predictive analytics for revenue, cash flow, and budget variance — time-series regression, scenario simulation, and Monte Carlo stress testing across multi-entity structures. | FP&A / Forecasting |
| Accounting Anomaly Detection | ML-driven anomaly detection for accounting transactions — Mistral 7B local LLM with confidence-graded fix suggestions and human-in-the-loop conversational CLI. | Audit / Compliance |
| Budget & Scenario Analysis | Automated budget construction with what-if scenario modeling, sensitivity analysis, and stress testing for FX exposure, inflation, and interest rate shocks across LATAM entities. | Budget / Planning |
| Project | Description | Domain |
|---|---|---|
| IFRS 15 Engine | End-to-end revenue recognition platform — full five-step model, multi-tenant Row Level Security, OIDC/RBAC, OpenTelemetry. NestJS + Angular 17 + PostgreSQL. | Revenue Recognition |
| IFRS 16 Engine — live | Lease accounting SaaS in production — ROU asset calculations, Stripe subscription billing, multi-tenant licensing. FastAPI + Cloud Run + Firebase. | Lease Accounting |
| Accounting Intelligence | AI agentic workflow product (Microsoft + GPT) at a Big Four BPO — 70% manual task reduction, 40% faster reporting cycles for 100+ accounting professionals. | Finance Automation |
📂 Full case studies repo: github.com/fernandoxavier02/case-studies — architecture, decisions, and outcomes for AI/finance projects.
The same agentic frameworks ported across four AI coding platforms — install once on the platform you use.
| Framework | Claude Code | GitHub Copilot | OpenAI Codex | Google Gemini |
|---|---|---|---|---|
| Pipeline Orchestrator | ✓ flagship | ✓ | private | ✓ |
| Superpowers | ✓ fork w/ improvements | ✓ | ✓ | ✓ |
| Context Engineering | ✓ | — | — | ✓ |
| FX Studio AI Marketplace | ✓ | ✓ | — | — |
Each port is its own production package — same underlying methodology, adapted to the platform's plugin/skill conventions.
AI & Agent Systems
Multi-Agent Orchestration LLM Agent Architectures Claude Code Plugins Claude API / Anthropic SDK MCP (Model Context Protocol) Prompt Engineering Autonomous Workflows
MLOps & Predictive Analytics
HuggingFace Transformers Embedding Generation (all-MiniLM-L6-v2) Vector Indexing (384-dim) Cosine Similarity Retrieval Graph Search (BFS) Offline/Online Inference Latency-Constrained ML (<50ms) Predictive Financial Analytics Regression Models Accounting Anomaly Detection Revenue & Cash Flow Forecasting Scenario Analysis & Stress Testing Budget Variance Prediction
Development
Node.js TypeScript Python JavaScript NestJS Angular PostgreSQL Supabase Docker CI/CD Git/GitHub
Enterprise Process Automation
Budget Automation Financial Close Orchestration Approval Workflows ERP/CRM Integration Reconciliation Engines Operational Process Mapping RPA Design
Finance & Compliance
IFRS US GAAP BR GAAP Financial Close & Consolidation FP&A Budgeting & Forecasting M&A Due Diligence Transfer Pricing Internal Controls Audit Management
Technology creates value only when it serves real business needs.
I build systems that are technically robust, transparent, and auditable — whether it's an AI agent routing tasks across 200 tools or a compliance engine handling multi-country IFRS reporting.
The best solutions sit at the intersection of domain expertise and engineering craft.
Founder @ FX Studio AI — Business Automation with AI