Evgeny G.

DATA SCIENTIST

327 dollar
Freelancer
12 ans
Brighton and Hove, UNITED KINGDOM

Mon expérience

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

Mes compétences

TensorFlow, SQL Developer, Scikit-Learn, Research, Python, Pandas, NumPy, Matlab, Machine Learning, Logistic Regression, Linear Regression, Keras, Git, Deep learning, Convolutional Neural Networks, Clustering, Big Data, Analysis