Develop simulation-driven product designs using DfAM, topology optimization, CFD, heat-transfer analysis, and finite element methods. Optimize designs for additive manufacturing printability, investigate failure modes, validate models against experimental data, and refine simulation methods. Collaborate with product development and business teams on requirements and specifications, then communicate findings through technical reports and presentations.

Develop and scale Java backend platforms, APIs, microservices, Vaadin applications, and enterprise integrations. Build secure, reliable RESTful services, contribute to AI agent and orchestration workflows, and support cloud deployment, CI/CD, containerization, testing, and DevOps practices. Collaborate with engineering, QA, analysts, and business teams while participating in code reviews, documentation, mentoring, and production readiness activities.