Building production-grade AI systems that turn data and documents into decisions.
I’m an AI Engineer and Data Engineer specialized in designing end-to-end intelligent automation systems that combine data engineering, LLMs, RAG architectures, and orchestration frameworks.
My journey started when I left Brazil to study Computing & IT in Dublin, where I built a strong technical foundation while developing adaptability and a global mindset. Today, I work at the intersection of AI, data platforms, and real-world business problems, transforming traditional workflows into scalable, AI-driven ecosystems.
I’ve led and implemented large-scale AI solutions in the public sector, including intelligent agents capable of processing millions of documents autonomously, enabling levels of efficiency and transparency that were previously unattainable.
Alongside my industry work, I’m also a technical instructor and mentor, helping engineers transition into Data Engineering and AI Engineering, with a strong focus on practical, production-ready systems.
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🤖 AI Agents & LLM Systems
- RAG pipelines (chunking, embeddings, retrieval strategies)
- Agent-based architectures with memory and tools
- OCR + NLP for large-scale document intelligence
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🧱 Data Engineering
- ETL / ELT pipelines (batch & real-time)
- Data modeling and analytics engineering
- API-first data products
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☁️ Cloud-Native & Scalable Architectures
- Containerized services
- Orchestrated workflows
- Vector databases and hybrid search
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🎓 Education & Mentorship
- AI & Data Engineering bootcamps
- Technical workshops (RAG, LLMs, Vector DBs)
- Mentoring engineers transitioning into data & AI roles
- RAG Architectures · AI Agents · Retrieval Systems
- Vector Search & Hybrid Retrieval
- Embeddings Pipelines · Semantic Search
- OCR + NLP Document Processing
- ETL / ELT Pipelines
- Data Modeling & Analytics Engineering
- Batch + Real-Time Data Processing
- Relational & NoSQL Databases
- Caching Layers & High-Performance Retrieval
- Vector Databases & Semantic Indexing
- Containerized Microservices
- Cloud-Native AI Systems
- CI/CD & Production Deployments