Tiago Soares
Machine Learning Specialist at EMBRAPII - Empresa Brasileira de Pesquisa e Inovação Industrial
Federal District, Brazil
Summary
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SeniorTiago Soares is a Machine Learning Specialist with over 14 years of hands-on software and data engineering experience and more than 20 years in IT overall, blending full-stack development roots in Python, PHP and JavaScript with deep expertise in scalable data systems. He built and scaled an electronic fiscal documents platform serving 15k+ Brazilian companies and founded Encontrei Contador, demonstrating product-driven engineering and operational leadership. Today he focuses on generative AI and RAG solutions, implementing Milvus, LangChain and CrewAI-based architectures, custom LLMs/SMLs, and AI agents that turn complex data into actionable insights. Tiago routinely experiments with GPT-3/4, Llama, BERT, Mistral and Falcon and leverages ClickHouse, PySpark, Elasticsearch, MongoDB and DuckDB for large-scale data processing. As a technical advisor and current Machine Learning Specialist at EMBRAPII, he combines research-oriented innovation with production-grade scalability. An underappreciated strength is his track record of translating domain-specific compliance and fiscal workflows into high-performance, searchable vector systems.
14 years of coding experience
Github Skills (45)
pix10
webservice10
projeto10
lgpl9
voc9
ria9
fiscal9
que9
python8
fintech8
api7
secretary7
brazil7
nodejs6
guid5
Programming languages (4)
Github contributions (5)
tiagocardosos/sierp
Feb 2012 - Feb 2012
Contributions:2 commits in 1 day
tiagocardosos/flask-skeleton
Mar 2018 - Nov 2020
Contributions:11 pushes, 2 branches in 2 years 8 months
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