Teams at Callibrity

Design, build, and maintain production CI/CD pipelines and cloud infrastructure to deploy and operate machine learning models at enterprise scale. Implement IaC, containerized workloads, monitoring, and automation in AWS (SageMaker emphasis), collaborate with cross-functional teams, and mentor junior engineers to improve platform reliability and operational maturity.

Serve as a technical business analyst focused on backend data and API processes: gather and clarify requirements, perform hands-on SQL data analysis, document data flows and granular business rules, support QA through payload and data verification, use Postman for API exploration, and occasionally act as a pseudo-Product Owner to align technical work with business priorities.

Lead client-facing full-stack Java development, mentor teams, design solutions, promote engineering best practices (Agile, DevOps, CI/CD, TDD), and deliver enterprise software using modern cloud, container, and JS frameworks.