Marco Antonio Gonzalez Junior

I love writing code, I am writing code on a daily basis, and I believe I will be still writing code ten years from now. I build things that scale. Over 25 years I've shipped enterprise platforms, ML-powered products, and — more recently — production generative AI systems: RAG pipelines, fine-tuned LLMs, multi-agent orchestration, and the infrastructure to run all of it reliably.

This blog covers what I find worth sharing — software engineering, architecture infrastructure, and Artificial Intelligence. Occasionally, endurance sports. I write everything myself. I use AI not to generate content for me, rather than guide my thinking in directions where you are mostly like to discover new ideas.

See my AI policy and the tech stack powering this site.

1. 2024 – 2025 Wipro
   Senior Solutions Architect — AI Legacy modernization using Neo4j knowledge graphs, LangGraph, and AWS Bedrock — 85%+ reduction in migration timelines for COBOL and legacy systems.
2. 2022 – 2024 IBM
   Senior Solutions Architect — AI Fine-tuned LLMs for financial services. 75% automated resolution rate. Multi-cloud MLOps serving 10M+ monthly interactions.
3. 2019 – 2022 banQi
   Senior Solutions Architect Microservices platform supporting 10x traffic growth. ML fraud detection cutting fraudulent transactions by 40%.
4. 2015 – 2019 Petlove
   Tech Lead Brazil's largest pet e-commerce. Membership platform at $2M+/mo. Grew team and data infrastructure through 1500% business expansion.
5. 2012 – 2015 Jüssi
   Solutions Architect Facebook and Google Marketing Partners. Automated Ads campaigns for the biggest Brazilian brands, managing $500M+/mo in spend.
6. 2008 – 2012 Editora Abril
   Senior Software Engineer Biggest media group in Latin America. Digital transformation of the content management system for the biggest media publisher in Brazil — 500K+ monthly users.