Evgeny G.

Data Scientist

310 dollar
Freelancer
11 years
Brighton and Hove, UNITED KINGDOM

My experience

London 14 Cohort memberApril 2020 - August 2020

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Institute of Healthy Ageing, University College LondonSeptember 2019 - February 2020

• Developed expertise in regular machine learning and in deep learning
• Designed and implemented a novel model of C. elegans ageing evolution (published in Aging cell)
• Worked with real-world human data – blood biomarkers to predict type 2 diabetes 
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UK Research and Innovation, Imperial College LondonJanuary 2019 - August 2019

• Designed and performed 2 screens for the characterisation of microbiota effects on proteostasis and development
• Wrote code for robotised screening platform and flow cytometry analyses to perform the screens mentioned above 
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Institute of Healthy Ageing, University College LondonOctober 2014 - December 2018

• Identified evidence gaps and developed evidence generation strategies to evaluate hypothesis regarding Ca2+ signalling role in a necrosis subtype in a neurodegenerative disease model; this research lead to development of a recently-published theory regarding evolution of ageing.
• The accomplished projects evidence of independently developed hypotheses, executed research plan, effective problem-solving and prioritization resulted in 7 high impact publications (mostly first-authored).
• Developed excellent communication skills by working in a multidisciplinary team of 8 people (bench biologists and bioinformaticians) and established 2 fruitful collaborations: within UCL with Dr Yakimovich and with Dr Pincus from Washington University, USA
• Gained fluency with Python (model for evolution of ageing simulations) and R (wrote tools to analyse muscle contraction data).
• Gave several lectures as well as tutorials at UCL
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National Research Centre for Preventive MedicineJuly 2013 - September 2014

• Participated in a project on the genetic predisposition to atherosclerosis using whole-exome deep-sequencing.
• Data processing and cleaning, and later analysis of genome sequencing
• Collection, processing of blood samples and analyses of DNA sequencing data from 500 patients with atherosclerosis
• Gave two lectures for medical students
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Mitotech LLCNovember 2007 - December 2012

• Gained experience in basic research, designed and executed 3 scientific projects, resulted in peer reviewed research publications and one literature review.
• Supervised a team of BSc and MRes students, coordination of collaboration between Mitotech LLC and academic institutions 

My stack

IT Infrastructure

Git

Technologies

Pandas, NumPy, Machine Learning

Big Data

Big Data

Environment of Development

SQL Developer

Others

Analysis, Research

Languages

Python, Matlab

Machine Learning

Clustering, Logistic Regression, Linear Regression, Convolutional Neural Networks, Keras, Scikit-Learn, TensorFlow, Deep learning

My education and trainings

Faculty of Bioengineering and Bioinformatics - PhD in molecular biology - Lomonosov Moscow State University2007 - 2012

Faculty of Bioengineering and Bioinformatics - Integrated masters in Bioengineering - Lomonosov Moscow State Universit2002 - 2007