professional_finance2_blueshirt

I am a Quantitative Trader at Fidelity Investments specializing in the Fixed Income domain. My work sits at the intersection of applied mathematics and computational science, with a primary focus on numerical modeling and machine learning. Outside of quantitative finance, I actively manage a growing portfolio of residential real estate investments.

My approach to complex problem-solving is grounded in a rigorous academic background. I earned my Ph.D. in Applied Mathematics and an M.S. in Computational Science and Engineering from Harvard University. As an NSF-GRFP fellow in Prof. Katia Bertoldi’s group, my research focused on modeling bio-inspired optimized materials and applying generative parametric machine learning algorithms to control soft robotic actuators and classify embedded sensor data. Prior to my doctoral work, I completed an M.Eng. in Engineering Sciences at Harvard under Prof. James R. Rice, researching the physics of subglacial hydrology, and a B.S. in Mechanical Engineering from Case Western Reserve University.

Education

  • Ph.D. 2021

    Applied Mathematics
    Advised by Prof. Katia Bertoldi

    Harvard University, Cambridge MA

  • S.M. 2020

    Computational Science and Engineering
    (Data Science and Computer Science)

    Harvard University, Cambridge MA

  • M.Eng. 2015

    Engineering Science
    Concentration in Mechanical Engineering

    Harvard University, Cambridge MA

  • B.S. 2013

    Mechanical Engineering

    Case Western Reserve University, Cleveland OH

Select Publications

Inverse design of inflatable soft membranes through machine learning

Journal Publications
Antonio Elia Forte, Paul Z. Hanakata, Lishuai Jin, Emilia Zari, Ahmad Zareei, Matheus C. Fernandes, Laura Sumner, Jonathan Alvarez, Katia Bertoldi
Advanced Functional Materials, 2111610, January 2022
doi:10.1002/adfm.202111610
Publication year: 2022

Surface texture modulation via buckling in porous inclined mechanical metamaterials

Journal Publications
Matheus C. Fernandes, Saurabh Mhatre, Antonio E. Forte, Bing Zhao, Olga Mesa, James C. Weaver, Martin Bechthold, Katia Bertoldi
Extreme Mechanics Letters, February 2022.
doi:10.1016/j.eml.2021.101549
Publication year: 2022

Mechanical and hydrodynamic analyses of helical strake-like ridges in a glass sponge

Journal Publications
Matheus C. Fernandes, Mehdi Saadat, Patrick Cauchy-Dubois, Chikara Inamura, Ted Sirota, Garrett Milliron, Hossein Haj-Hariri, Katia Bertoldi, James C. Weaver
Journal of Royal Society Interface, Vol 18
doi:10.1098/rsif.2021.0559
Publication year: 2021

Mechanically Robust Lattices Inspired By Deep-Sea Glass Sponges

Journal Publications
Matheus C. Fernandes, Joanna Aizenberg, James C. Weaver, Katia Bertoldi
Nature Materials, September 2020
doi:10.1038/s41563-020-0798-1
Publication year: 2020

Soft Robot Gripper with Camera-less Object Classification using Machine Learning

Conference Posters
Matheus C. Fernandes, Andrew Gross, Nikolaos Vasios, Katia Bertoldi
ASME - International Mechanical Engineering Conference and Exposition, Tampa FL, November 2017
Publication year: 2017