Teams at Vinci4D.ai

Design and implement frequency- and time-domain EM solvers and quasi-static extraction for IC package, PCB, via and connector interconnects. Build S-parameter workflows, SI analysis (impedance, crosstalk, eye diagrams), EM-to-thermal coupling, validation against commercial tools, and integrate outputs into the Vinci4D platform.

Design and validate runtime evaluation mechanisms to guarantee simulation correctness. Collaborate with ML, solver, physics, and software teams to build data-driven validation, define implementable architectures, run large-scale simulations, and demonstrate solution validity in production environments.

Lead design and implementation of reusable, production-grade simulation libraries and APIs; enforce code quality, testing, and CI/CD; mentor engineers; convert research prototypes into scalable customer-facing features; collaborate with physicists, ML researchers, and computational geometry experts to ensure correctness and performance of simulation and ML systems.