Sofia Soares

Sofia Soares Email and Phone Number

Data Science Lead (Germany) @ Flatiron Health
Germany
Sofia Soares's Location
Boston, Massachusetts, United States, United States
About Sofia Soares

Sofia Soares is a Data Science Lead (Germany) at Flatiron Health. She is proficient in Spanish.

Sofia Soares's Current Company Details
Flatiron Health

Flatiron Health

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Data Science Lead (Germany)
Germany
Website:
flatiron.com
Employees:
1563
Sofia Soares Work Experience Details
  • Flatiron Health
    Data Science Lead (Germany)
    Flatiron Health
    Germany
  • Harvard Medical School
    Research Fellow
    Harvard Medical School Jan 2018 - Present
    Boston, Massachusetts, United States
    Harvey Lab• Developed cutting-edge experimental tools to record from thousands of neurons in distant brain areas simultaneously and repeatedly every day for over a month while mice learn and perform complex navigational tasks in virtual reality• Created and maintained database pipelines combining multiple data sources (e.g. calcium imaging, video, virtual reality navigation, neural manipulation)• Performed behavior analysis to identify strategies that help animals learn• Developed novel analyses using artificial intelligence and machine learning techniques to decode and model behavior and neural activity to extract meaningful insights from this complex dataset• Obtained EMBO and BBRF fellowships to fund research
  • Harvard University
    Teaching Fellow
    Harvard University Sep 2021 - May 2022
    Designed syllabus including course content and assignments; delivered content on neural basis of feeding, decision-making, foraging, neuroeconomics. Coordinated small-group discussions, graded assignments, and wrote recommendation letters for students.
  • Champalimaud Foundation
    Doctoral Researcher - Neuroscience
    Champalimaud Foundation Oct 2012 - Dec 2017
    Lisbon, Portugal
    Paton Lab• Led multiple neuroscience research projects combining advanced experimental and computational approaches to understand the neural basis of time perception and reinforcement learning in biological and virtual agents, leading to 2 first-author publications in top-tier peer-reviewed journals and an award for Best Timing Paper (Timing Research Forum, 2016)• Collected, processed, analyzed, and visualized large behavioral and neural datasets• Identified the relationship between neural and behavioral readouts of time perception using dimensionality reduction, supervised and unsupervised ML tools• Developed expertise in a variety of cutting-edge neuroscience techniques, including in vivo electrophysiology, fiber photometry, optogenetic and chemogenetic manipulation of neural activity, and novel behavioral paradigms. Pioneered several of these techniques in the lab• Established and maintained internal and external collaborations, resulting in 6 additional publications• Communicated complex and technical information to a variety of audiences via peer-reviewed publications, presentations at 5+ scientific meetings and 10+ internal and external seminars, press-releases, media interviews, and public science communication events
  • Champalimaud Foundation
    Doctoral Student - Neuroscience
    Champalimaud Foundation Sep 2011 - Oct 2012
    Lisbon, Portugal
    • Completed first year of courses covering principles of neuroscience, including practical workshops, as part of the International Neuroscience Doctoral Programme
  • Instituto Gulbenkian De Ciencia
    Research Assistant
    Instituto Gulbenkian De Ciencia Jul 2010 - Aug 2011
    Oeiras, Lisbon, Portugal
    • Co-designed and implemented all stages of a neuroscience research project including subject testing, programming, data engenering and analysis, data visualization and manuscript preparation• Communicated complex research findings at internal and external scientific meetings• Managed lab purchases, budgeting and resources, and organized social events

Sofia Soares Education Details

Frequently Asked Questions about Sofia Soares

What company does Sofia Soares work for?

Sofia Soares works for Flatiron Health

What is Sofia Soares's role at the current company?

Sofia Soares's current role is Data Science Lead (Germany).

What schools did Sofia Soares attend?

Sofia Soares attended Universidade Nova De Lisboa, Faculdade De Ciências Da Universidade De Lisboa, Aarhus University, Faculdade De Ciências Da Universidade De Lisboa.

Who are Sofia Soares's colleagues?

Sofia Soares's colleagues are Eunice Brawner, Phd, Ccrp, Keri Halford, Rn, Bsn, Ann Schwartz, Ben Klein, Meegan Kerman, Freya Shimada, Abinaya N..

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