Gabriela Tavares
 

COMPUTATIONAL NEUROSCIENTIST & software engineer

Gabriela Tavares-logo-black.png

Photo credit: Paulina Niechcial

 

HELLO!

I'm Gabriela Tavares. I'm a software engineer helping users get great answers to their questions on Google. Previously I was at Caltech, where I earned a PhD in Computation and Neural Systems. During my PhD I studied the problem of how humans make decisions, and developed models that explain how the brain deliberates and selects between choices.

I'm originally from Rio de Janeiro, Brazil, where I majored in computer engineering at the Pontifical Catholic University. I also lived in London for two years while pursuing a masters in artificial intelligence at Imperial College London.

My interests are mostly related to neuroscience and artificial intelligence. I also love yoga and running, and camping/hiking with my husband Juri.

 
 

Experience

GOOGLE NYC, SOFTWARE ENGINEER

April 2018 - Present

Part of Knowledge Engine Quality, working on providing users with the best possible answers to their questions on Google Search & Assistant.

 

GOOGLE NYC, SOFTWARE ENGINEERING INTERN

June 2016 - September 2016

Worked with the local structured data team on large-scale distributed machine learning systems to improve coverage of menu URLs in Google Maps and local search (C++).

 

GOOGLE zÜrich, site reliability INTERN

June 2014 - August 2014

Developed a system for automated analysis of Borg time series in order to detect potential machine failures (C++).

 

GOOGLE LONDON, site reliability INTERN

February 2013 - August 2013

Developed an optimization system for microsharding in a large database (Python and C++). Achieved a 17% reduction on the 98th percentile extraction time.

 

ZÜHLKE ENGINEERING, SOFTWARE ENGINEER

September 2012 - January 2013

Contributed on the development of a tool to automate translation of legacy Fortran code into equivalent Java constructs.

 

Contact

Email: gabriela [at] gabrielatavares [dot] com

GitHub: @goptavares

LinkedIn: in/goptavares

Address: New York, NY

 

Interests

Machine Learning

Reinforcement Learning

Computational Neuroscience

Algorithm Design

Optimization

Running

Yoga

Meditation

Books

 

 
 

Education

california INSTITUTE OF TECHNOLOGY

Ph.D. Computation and Neural Systems
Graduated June 2018

 

IMPERIAL COLLEGE LONDON

M.Sc. Logic and Artificial Intelligence
Graduated May 2013

 

PONTIFICAL CATHOLIC UNIVERSITY OF RIO DE JANEIRO

B.Eng. Computer Engineering
Graduated June 2011

publications

Gabriela Tavares. Computation and comparison of value signals in simple perceptual and economic choices. Dissertation (Ph.D.), California Institute of Technology (2018).

 

Gabriela Tavares, Pietro Perona and Antonio Rangel. The attentional drift diffusion model of simple perceptual decision-making. Frontiers in Neuroscience, vol. 11, pages 468 (2017).

 

Gabriela Tavares and A. Aldo Faisal. Scaling laws of human broadcast communication enable distinction between human, corporate and robot Twitter users. PLOS ONE (2013).

 

Gabriela Tavares and Panos Parpas. On the information-based complexity of stochastic programming. Operations Research Letters, vol. 41, issue 6, pages 622–626 (2013).

 

Gabriela Tavares and Marco Aurélio Pacheco. A genetic algorithm applied to a main sequence stellar model. Proceedings of the 2011 Hybrid Artificial Intelligence Systems (HAIS) Conference, 2011. Springer Lecture Notes in Computer Science, vol. 6678, pages 32–42.