Bruno Jacob
Lead AI Researcher @ Ivo
- Role
- Lead Ai Researcher at Ivo
- Location
- Santa Barbara, CA, US
- LinkedIn followers
- 500 followers
About Bruno Jacob
I\'m currently the lead AI researcher at Ivo.From 20••••26, I was a staff research scientist at the Advanced Computing, Mathematics and Data Division at PNNL, where I developed novel memory-efficient physics-informed neural architectures, and designed AI-driven agentic systems for protein design.From 20••••24, I was an ML engineer and then the Director of Data Science at Carpe Data, where I led the R&D group and developed several deep learning models that helped insurance companies predict risk and price accordingly.I obtained my PhD in Computational Science and Engineering under Professor Linda Petzold. My research involved numerically solving complex biological systems that are strongly coupled via reactive, stochastic fluid-structure interaction. My collaborators and I proposed methods to stabilize the numerical instabilities and impose boundary conditions in meshfree Lagrangian methods, as well as proposed formulations to couple spatial stochastic diffusion effects in the system.
Experience
Lead Ai Researcher
Mar 2026 — Present
Education
University of Illinois Urbana-Champaign
Bachelor of Engineering (BEng), Mechanical Engineering
2012 — 2013
Universidade Federal de Uberlândia - UFU
Master of Science (M.Sc.), Engineering
2014 — 2015
Universidade Federal de Uberlândia - UFU
Bachelor of Engineering (BEng), Mechanical Engineering
2009 — 2014
UC Santa Barbara
Doctor of Philosophy (PhD), Computational Science and Engineering
Skills
- Microsoft Office
- Solidworks
- Numerical Analysis
- Engineering
- Mechanical Engineering
- Autocad
- Finite Element Analysis
- English
- Ansys
- Fortran
- 5s
- Control Systems Design
- Powerpoint
- Matlab
- Heat Transfer
- Fluid Mechanics
- Simulations
- Cfd
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