Summary
Tiago Cerveira is an ML and GenAI staff engineer based in Lisbon with a decade of hands-on experience building computer vision and edge AI solutions. He progressed from embedded firmware work on STM32 and Ambarella CV25 platforms to leading AI computer vision teams and architecting GenAI initiatives for production on NVIDIA Jetson and DeepStream stacks. His background blends rigorous control-systems training (MSc, Instituto Superior Técnico) with practical flow-cytometry ML research, projector calibration, and real-time vision pipeline optimization. Known for translating research into deployable edge systems, he often bridges low-level firmware constraints with high-level model performance needs. Colleagues rely on him for pragmatic architecture choices that keep latency, power and accuracy balanced in constrained environments.
10 years of coding experience
5 years of employment as a software developer
Master of Science - MS in Electrical and Computer Engineering, Sistemas de Decisão e Controlo, Master of Science - MS in Electrical and Computer Engineering, Sistemas de Decisão e Controlo at Instituto Superior Técnico