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Polina Shichkova

Proteomics Application Data Scientist. PhD in Neuroscience. MSc-BSc in Applied Math and Physics. MSc Biotechnology

Polina Shichkova is a highly educated professional currently working as a Proteomics Application Data Scientist at Biognosys.1 Her diverse educational background includes a PhD in Neuroscience, an MSc-BSc in Applied Mathematics and Physics, and an MSc in Biotechnology.1

Professional Experience

Prior to her current role at Biognosys, Polina has held several positions in academia and research:

  • Postdoctoral Researcher at BBP EPFL (École Polytechnique Fédérale de Lausanne), starting in July 20232
  • PhD student in Neuroscience and Assistant-doctorant at the Blue Brain Project2
  • Intern at EMC (presumably earlier in her career)2

Research and Contributions

During her time at the Blue Brain Project, Polina was involved in various research activities:

  • She worked on modeling brain metabolism, which required extensive data collection from publicly available resources3
  • In July 2023, she presented a poster at the 32nd Annual Computational Neuroscience Meeting, focusing on detailed modeling of brain energy metabolism4

Skills and Expertise

Polina's diverse educational background and professional experience have equipped her with a unique skill set that combines:

  • Neuroscience
  • Applied Mathematics and Physics
  • Biotechnology
  • Data Science
  • Proteomics

This multidisciplinary expertise allows her to apply advanced analytical techniques to complex biological problems, particularly in the field of proteomics and neuroscience.1

Highlights

Nov 3 · linkedin

I'm absolutely excited to start a new chapter as a Proteomics Application Data Scientist at Biognosys! 🤩

This role stands at the intersection of cutting-edge technology and biology, offering me the extraordinary chance to work alongside some of the brightest minds in the field.

The quality of data here is unparalleled, providing a unique opportunity to push forward our understanding of complex biological questions, such as diseases pathology. I am eagerly looking forward to harnessing the power of this data for generating the new knowledge, promoting interest in proteomics as a method, and hopefully bringing positive impact to the world with my work.

Cool science and exciting challenges ahead!

#proteomics #datascience

Aug 31 · linkedin

The main result of almost 6 years of my PhD project.

Looking forward to hear your questions, comments, criticism!

If one would tell me in the beginning I'll build a computational model like this, I would probably have quite many doubts in this regard. Step by step, I could grow the model bigger with adding more biological details. When it was almost a moment of despair, with some final touches I could make the simulations run well passing multiple validation benchmarks. And then the simulations started to surprise me with so cool biological effects, with excitement growing exponentially. As any model, it can probably be wrong in multiple ways, but I think that so many biologically meaningful observations as we get from it, have a very low probability to arise just by chance.

I hope it can be of broad use to help understanding our brain function in health, aging and disorders, and the model can further be improved and expanded.

https://lnkd.in/eGdG-sJH

#brainaging #brainmetabolism #agingmetabolism #computationalmodel #computationalbiology #neuroscience

Related Questions

What are some of Polina Shichkova's notable projects at Biognosys?
How did Polina Shichkova transition from neuroscience to proteomics?
What is Polina Shichkova's role at the Blue Brain Project?
Can you share more about Polina Shichkova's presentation at the CNS 2023 meeting?
What are Polina Shichkova's main responsibilities as a Proteomics Application Data Scientist?
Polina Shichkova
Polina Shichkova, photo 1
Polina Shichkova, photo 2
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Location

Switzerland