Open to opportunities

Roberto Junior

@robertojunior2

AI Platform Engineer at ALBERT EINSTEIN HOSPITAL building decision-support agents and self-healing operational workflows.

Brazil

Message

At ALBERT EINSTEIN HOSPITAL, I develop agents for financial resource allocation, asset maintenance, and AI-assisted OPEX/CAPEX workflows. I also architect self-healing workflows that detect failures, propose corrections, and validate changes before they affect operations.

At CUBIC TELECOM, I built AI-enabled service-delivery workflows for automotive telecommunications operations, reducing daily manual coordination from 22 hours to 8 minutes across approximately 15 engineers. I engineered conditional execution paths and exception handling for production edge cases.

My work has also included agentic business applications at NETVISTOS, Datadog Marketplace integrations at JLCP TECNOLOGIA, and a B2B application with AI microservices at POMME TECH. At the UNIVERSITY OF SÃO PAULO, POLYTECHNIC SCHOOL, I developed and evaluated a machine-learning system for thyroid cancer detection that achieved up to 91% accuracy on an independent test set.

Experience

Work history, roles, and key accomplishments

Current

Forward Deployed Engineer

Current

Albert Einstein Hospital

Develop agents for decision support in financial resource allocation, asset maintenance and AI-assisted OPEX/CAPEX workflows. Architect self-healing workflows with failure detection, proposed corrective actions and validation before operational changes.

Agent Development Workflow Orchestration Self Healing Systems Financial Resource Allocation Asset Maintenance CapEx OpEx Fault Detection Corrective Actions Validation Technical Review Engineering Delivery Business Alignment

Software Engineer Lead

Pomme Tech

Led development of a B2B application integrating AI microservices into business communication workflows. Built Django backend services and REST API integrations with PostgreSQL and a React frontend, balancing responsiveness, reliability and delivery requirements.

B2B Applications AI Microservices Communication Workflows Django REST APIs PostgreSQL React Backend Services Frontend Development

Service Delivery Automations Engineer

Cubic Telecom

Built AI-enabled execution workflows and platform integrations to automate service delivery for global automotive telecommunications operations. Reduced daily manual coordination from 22 hours to 8 minutes across a team of approximately 15 engineers.

AI Workflows Platform Integration Delivery Automation Automotive Telecommunications Conditional logic Exception Handling Workflow Resilience Process Optimization

AI Engineer

Netvistos

Built agentic application harnesses for AI-powered business features, addressing agent development practices, security and governance. Implemented human-in-the-loop feedback to capture corrections and improve the relevance of agent recommendations.

Agentic Applications AI features Agent Development Security Governance Human In The Loop Feedback Collection Relevance Rating LLM fine tuning data Adaptive Training Pipelines

Researcher

University of São Paulo, Polytechnic School

Developed a portable optoelectronic system combining multispectral tissue measurements and machine learning for thyroid cancer detection. Implemented and evaluated LDA, SVM-RBF and MLP classifiers, achieving up to 91% classification accuracy on an independent test set.

Optoelectronics Multispectral Tissue Measurements Machine Learning Thyroid Cancer Detection LDA RBF SVM MLP Classification

Backend Engineer

E-Brinde

Developed and maintained backend systems and REST API integrations for business-specific customisation; maintained Linux infrastructure and supported application stability.

Backend Systems REST APIs Business Customization Linux Infrastructure Application Stability

Full Cycle Software Engineer

3RLab

Developed a laboratory platform automating chemical-result calculations and agronomy reports; translated domain requirements into application logic to reduce manual work.

Lab Chemical Result Calculations Agronomy Reports Domain Requirements Application Logic Automation

Software Engineer Lead

JLCP Tecnologia

Built Python integrations for the Datadog Marketplace across financial services, e-commerce and cryptocurrency systems. Integrated metrics, logs and monitors to support production observability, failure investigation and troubleshooting across connected services.