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About

Marcelo Santos

Data Scientist & Applied AI Developer · Brazil · Remote

I'm Marcelo Santos, founder of MJS Planejamento e Projetos. I work at the intersection of data science, applied AI and process automation — always focused on solving real business problems.

Over the past years I designed and shipped to production systems that integrate construction-industry ERPs (UAU, TOTVS RM), automate sales, receivables and legal operations, and apply semantic search and autonomous agents over corporate data.

My edge is combining domain expertise (construction, ERP, finance) with solid software engineering: resilient pipelines, Docker Swarm deployments, and AI that actually reaches production — not just the notebook.

MJS Planejamento e Projetos logo: technology, automation and engineering.

The company

MJS Planejamento e Projetos

MJS Planejamento e Projetos is my company. Through it I design, build and maintain the systems in this portfolio: applications, process automation and data management, tailored to each operation.

Pandora, the MJS agent, introduces the company:

Audio in Portuguese, English subtitles · 10 s

Data Science & ETL

PythonPostgreSQLSQL ServerETL incrementalpandasAirflow-style jobs

Applied AI & RAG

RAGEmbeddingsBusca híbridaMCPLLMsBancos vetoriais

Automation & Autonomous Agents

Agentes autônomosWhatsApp APIIntegração de APIsJobs agendados

Full-Stack & DevOps

FlaskReactDocker SwarmTraefikNginxREST APIs

Let's talk?

Available for data, applied AI, automation and systems-integration projects.