Resume
Work
Experience
Dec 2022 - Jun 2024
Principal Scientific Software Developer
Syngenta Crop Protection (Stein, Switzerland)
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Development and implementation of scientific software tools for computational chemists to automate ligand-based design and streamline integration of diverse chemical packages.
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Prototyping solutions for data-driven pharmacophore hypothesis generation.
Jun 2021 - Aug 2022
Sr. Research Investigator, Scientific Computing
Roivant Sciences (New York, USA)
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Leading scientific project focused on creating ML-based models for force field parametrization of small molecules.
Feb 2017 - May 2021
Postdoctoral Researcher
University of California, Berkeley (USA)
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Leading research projects aiming to extract and analyze material synthesis data from online scientific publications.
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Creating and deploying a pipeline for automated processing of research articles, extraction of information about materials synthesis from them and storing it in a database.
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Development of web API that enables real-time queries of the synthesis DB and analysis of synthesis data .
Sep 2012 - Dec 2016
Research Assistant
University of Massachusetts at Lowell (USA)
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Conducting research on studying and exploration of biomechanical processes in large bioassemblies and protein complexes using mathematical modeling, molecular dynamics and GPU computing.
Education
2010 - 2016
Ph.D. Chemistry
University of Massachusetts at Lowell, USA
2011 - 2015
Ph.D. Applied Physics & Mathematics
Moscow Institute of Physics and Technology, Russia
2009 - 2011
M.Sc. Applied Physics & Mathematics
Moscow Institute of Physics and Technology, Russia
2005 - 2009
B.Sc. Applied Mathematics & Computer Science
Moscow Institute of Physics and Technology, Russia
Skills
& Expertise
Software Development
Python
C\C++
CUDA
Bash
Git
Microservices
REST API
GPU Computing
FastAPI
MongoDB
Ray
DevOps
Linux
Containerizarion
Docker
Ansible
Vagrant
AI and Data Science
Probability & Statistics
Linear Algebra
Differential Calculus
Natural Language Processing
Graph Neural Networks
PyTorch
PyTorch Geometric
Plotly Dash
Pandas
Keras
Scikit-Learn
Computational Chemistry
Molecular Dynamics
Force Fields
Ligand-Based Design
Docking
Other skills
Writing
Sommelier
Creativity
Painting
Fast Learning