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matiasg77/README.md

👋 Hi, I'm Matías Goncalves

CTO & Technical Founder | AI-First Architect | Cloud & Fintech Specialist


🧩 About Me

I’m a hands-on technology leader with 25+ years of experience designing, building, and scaling software platforms in highly regulated environments.
My background includes over 10 years in leading banks, combining corporate discipline with a startup execution mindset.

I specialize in building AI-native, cloud-based systems that operate at scale while meeting strict regulatory and cybersecurity requirements.

As CTO of a U.S.-regulated fintech, I architected and led the development of a SEC-compliant robo-advisor platform from scratch, deployed across AWS and GCP, integrating with custodians such as Apex Clearing and Interactive Brokers.

Today, I operate under an AI-first engineering paradigm, where AI is embedded across the entire software lifecycle. I actively use Claude Code as a core development layer to accelerate delivery, improve code quality, and increase engineering leverage.

My focus is shifting teams from traditional development models to AI-augmented execution systems, where engineers prioritize architecture, decision-making, and problem-solving, while AI enhances speed, consistency, and output.


🧠 AI-First Engineering

I leverage Claude Code as a central interface for engineering workflows:

  • Accelerating development cycles and reducing time-to-production
  • Improving code quality through AI-assisted generation and review
  • Rapid prototyping and validation of technical solutions
  • Automating repetitive and low-leverage engineering tasks
  • Increasing team autonomy and output without linear scaling

This approach transforms engineering organizations into AI-augmented systems, optimizing for speed, leverage, and architectural clarity.


🛠 Tech Stack

☁️ Cloud Platforms & DevOps

  • AWS: EC2 · S3 · Lambda · API Gateway · App Runner · ECS · EKS · EventBridge · CloudFront · Cognito · IAM · Glue · Athena · DynamoDB · Aurora RDS · QuickSight
  • GCP: App Engine · BigQuery · Pub/Sub
  • IBM Cloud (Watson Assistant, Cloudant, Functions)
  • Containerization & Orchestration: Docker · Kubernetes
  • IaC & Automation: Terraform · AWS CloudFormation · Serverless Framework
  • CI/CD & Code Repositories: GitHub Actions · GitLab · Bitbucket
  • Collaboration & Project Management: Jira · Confluence · Scrum

💻 Programming & Development

  • Languages: Java · Node.js · JavaScript (ES6+) · TypeScript · SQL · Bash/Shell
  • Frameworks & Libraries: Spring Boot · Express.js · React.js · Next.js · Redux · Material UI · TailwindCSS
  • API Design: REST APIs · API-First Design · Event-Driven Architecture

⚙️ Business Rules & Decisioning

  • IBM Operational Decision Manager (ODM) · BRMS
  • Decision Services · Rule Authoring · Testing & Validation
  • BPM Integration

🤖 AI, NLP & Automation

  • AI-First Development: Claude Code (AI-augmented engineering workflows)
  • AI Architecture: MCP (Model Context Protocol), AI Agents, LLM integration
  • IBM Watson Assistant · Google Dialogflow · Amazon Lex · Microsoft QnA Maker
  • Sentiment Analysis · Intent Classification · Chatbot Orchestration
  • Automation: Make.com · n8n · Retool

🗄 Databases & Analytics

  • Relational: PostgreSQL · MySQL · Oracle
  • NoSQL: MongoDB · Redis · Cloudant
  • Analytics & BI: AWS QuickSight · Athena · BigQuery

🚀 Technical Highlights

  • Architected a SEC-regulated robo-advisor platform from scratch (AWS/GCP)
  • Led AI-driven engineering transformation adopting Claude Code across workflows
  • Designed & deployed a multi-tenant AI SaaS platform (IBM Cloud → AWS migration)
  • Built high-performance distributed systems with event-driven architectures
  • Delivered enterprise-scale IBM ODM solutions for leading banks in LatAm
  • Integrated cloud, AI, automation, and decisioning systems into unified platforms

🎯 Focus

  • AI-first software engineering
  • AI-augmented development teams
  • Cloud-native fintech architectures
  • Regulatory-compliant systems (SEC, financial services)
  • Scalable, high-leverage engineering organizations

📫 Let’s connect:
LinkedIn

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