Sofia Soares is a Data Science Lead (Germany) at Flatiron Health. She is proficient in Spanish.
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Data Science Lead (Germany)Flatiron HealthGermany -
Research FellowHarvard Medical School Jan 2018 - PresentBoston, Massachusetts, United StatesHarvey 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 -
Teaching FellowHarvard University Sep 2021 - May 2022Designed 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. -
Doctoral Researcher - NeuroscienceChampalimaud Foundation Oct 2012 - Dec 2017Lisbon, PortugalPaton 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 -
Doctoral Student - NeuroscienceChampalimaud Foundation Sep 2011 - Oct 2012Lisbon, Portugal• Completed first year of courses covering principles of neuroscience, including practical workshops, as part of the International Neuroscience Doctoral Programme -
Research AssistantInstituto Gulbenkian De Ciencia Jul 2010 - Aug 2011Oeiras, 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
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Neuroscience -
Human Biology And Environment -
Molecular Biology And Genetics -
Molecular Biology And Genetics
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..
Not the Sofia Soares you were looking for?
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sofia soares
Freshman @ Stetson University |Biology Major | Health Science And Community Engagement Minor | Bonner Leader And Presidential ScholarDeland, Fl -
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Sofia Soares
Ba Of Economics And Business Administration At Northeastern University I Concentration In Financial ManagementGreater Boston
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