Francisco José Maia da Silva

Francisco José Maia da Silva has a diverse work experience in the fields of AI, ML, and deep learning.

In their most recent role at Celestial AI, they serve as the AI/ML Compiler Tech Lead, starting in December 2021.

Prior to that, Francisco worked at Sphere Ultrafast Photonics in 2021 as a Consultant, specializing in HPC and Deep Learning. In this role, they successfully upgraded the company's main product, significantly reducing the processing time. Francisco José implemented data processing algorithms for execution on GPUs using high-level frameworks (JAX), resulting in a substantial speedup. Additionally, they developed algorithms for execution on GPUs using low-level tools (CUDA), achieving an even greater speedup. Francisco José'scontributions greatly improved the company's product performance.

From 2017 to 2020, Francisco held the position of Deep Learning Systems Architect at Fathom Computing. Francisco José worked on developing and simulating photonics-based computer architectures that promised significant speedups in deep learning workloads. Francisco José also created an API→DL Compiler→Runtime toolchain and full system simulator to measure performance and identify bottlenecks in executing Deep Learning models. Francisco José utilized this information to produce technical sales materials to support fundraising efforts.

Francisco's work experience also includes their role as a Co-Founder at Sphere Ultrafast Photonics from 2015 to 2017. During this time, they focused on the development and commercialization of pulse diagnostic solutions for the ultrafast market. Francisco José developed user-facing software based on optimization algorithms and designed optical setups for assembly and manufacturing. Francisco José also conducted demos and installations for customers, contributing to the company's growth and success.

Overall, Francisco José Maia da Silva has demonstrated a strong background in AI, ML, and deep learning, with a proven track record of improving performance and developing innovative solutions in their various roles.

Francisco José Maia da Silva completed their education in the field of Physics. Francisco José obtained their Licenciatura degree from Universidade do Porto in 2008. Francisco José then pursued further studies and completed a master's degree in Experimental Physics/Ultrafast Photonics from the same university in 2010. Concurrently, they also obtained a Doctor of Philosophy (PhD) degree in Laser Physics from the Institute of Photonic Sciences (ICFO) in Barcelona from 2010 to 2015. Additionally, they obtained another PhD in Laser Physics from Universidade do Porto during the same time period.