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Renan PinheiroRP
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Renan Pinheiro

@renanpinheiro

Senior Machine Learning Engineer at Blend360, architecting Verizon’s multi-agent personalization system and production AI platforms.

Brazil
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At Blend360, I architected a multi-agent personalization system for Verizon’s Next Best Conversations program, connecting customer intent, context agents, and Pega decisioning. I also designed its guardrails, measurement framework, and rollout governance.

Across Tredence, SoluLab, Sigmoid, and SparkCognition, I delivered production AI for enterprise workflows, legal documents, retail personalization, forecasting, cybersecurity, and industrial maintenance. My work spans LLM and agent systems, distributed model training, and Kubernetes-based MLOps, with outcomes including reduced processing time, improved model performance, and more reliable operations.

Experience

Work history, roles, and key accomplishments

TR

Lead Machine Learning Engineer

Tredence

Nov 2024 - Jun 2025 (7 months)

Led MLOps and AI innovations for global enterprises, including automated invoice processing, truck detection and fraud analysis, an integrated insurance agentic AI system, GPU-accelerated MLOps platform modernization, and an agentic AI assistant for contracts and sales performance management on Azure.

SO

Senior Machine Learning & GenAI Engineer / Tech Lead

SoluLab

Oct 2023 - Oct 2024 (1 year)

Architected AI and on-chain layers for a real-estate tokenization platform, built a RAG-based legal-document co-pilot, and developed an agentic DeFi fraud and wash-trading detection system.

Education

Degrees, certifications, and relevant coursework

Pontifícia Universidade Católica do Rio de Janeiro logoPJ

Pontifícia Universidade Católica do Rio de Janeiro

Master of Science, Computer Science

2017 - 2019

Master of Science in Computer Science from Pontifícia Universidade Católica do Rio de Janeiro, completed in 2019.

Pontifícia Universidade Católica do Rio de Janeiro logoPJ

Pontifícia Universidade Católica do Rio de Janeiro

Bachelor of Science, Computer Science

2012 - 2016

Bachelor of Science in Computer Science from Pontifícia Universidade Católica do Rio de Janeiro, completed in 2016.

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