Dmitry Sharukhin
Lead Data and Manufacturing Simulations Analyst at FINVAL Group of Companies- Claim this Profile
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Russian Native or bilingual proficiency
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English Limited working proficiency
Topline Score
Bio
Credentials
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edX Verified Certificate for Machine Learning with Python-From Linear Models to Deep Learning
edXApr, 2023- Oct, 2024
Experience
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FINVAL Group of Companies
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Industrial Machinery Manufacturing
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1 - 100 Employee
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Lead Data and Manufacturing Simulations Analyst
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Aug 2018 - Present
The company provides manufacturing enterprises with services to analyze the throughput of production, technology and manufacturing processes and ways to improve it.At current position:- Led 7 projects of manufacturing unit simulations- Led a project aimed at predicting financial result while reducing the defective parts ratio- Organized semi-automatic manufacturing simulation workflow ended in 30% reducing project time- Managed a team 3 specialists in manufacturing simulation- Transformed large volumes of data to use them in analysis and simulations - Created projects results reports - Managed manufacturing simulations designing Show less
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Lead Analyst
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Jun 2016 - Jul 2018
Designed the workflow for manufacturing simulation and bottlenecks detectionDeveloped production simulation and bottlenecks detection framework based on Tecnomatix Plant Simulation by Siemens
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Data Glacier
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India
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IT Services and IT Consulting
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100 - 200 Employee
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Data Science Intern
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Nov 2022 - Jan 2023
Performed Exploratory Data Analysis Created presentations on EDA results Created and deployed simple model apps using Flask and Streamlit Designed a custom classes to use in data preprocessing pipeline Performed a comparison between different data preprocessing techniques Performed a machine learning algorithm selection and hyperparameter tuning Evaluated a financial result when using chosen ML algorithm Performed Exploratory Data Analysis Created presentations on EDA results Created and deployed simple model apps using Flask and Streamlit Designed a custom classes to use in data preprocessing pipeline Performed a comparison between different data preprocessing techniques Performed a machine learning algorithm selection and hyperparameter tuning Evaluated a financial result when using chosen ML algorithm
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Non-commercial partnership VEMA
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Lipetsk, Russia
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Lead Analyst
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Dec 2013 - Jun 2016
The company provided analysis services to its participants in agriculture. The main areas were price modeling and optimization, analysis and comparison of operational and financial efficiency. While working there: - Created a predictive model for purchase prices forecasting subject to the influence of a seasonal factor - Made periodical and ad-hoc reports - Developed algorithms and workflow to analyze and compare participants’ data - Designed and maintained a basic database architecture in Excel to improve the speed of generating analytical reports - Performed partial automation of workflows (time to get reports reduced by 2 times) - Designed workflow to analyze and forecast market prices data - Participated in analytical reports design Show less
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SPSSK NKPM
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Lipetsk, Russia
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Lead Analyst
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Jan 2013 - Nov 2013
The company provided analysis services to its participants in agriculture. The main areas were price modeling and optimization, analysis and comparison of operational and financial efficiency. While working there: - Created a predictive model for purchase prices forecasting subject to the influence of a seasonal factor - Developed algorithms and workflow to analyze and compare participants’ data - Designed and maintained a basic database architecture in Excel to improve the speed of generating analytical reports - Performed partial automation of workflows (time to get reports reduced by 2 times) - Designed workflow to analyze and forecast market prices data - Participated in analytical reports design - Created a database architecture to store and retrieve data for analyis - Made periodical and ad-hoc reports Show less
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State enterprise Lipetskoye
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Lipetsk, Russia
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Lead Investments Analyst
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Jan 2011 - May 2012
The company provided support, analytical and financial services to agricultural organizations While working there: - Performed an investment projects assessment - Created periodical and ad-hoc reports - Performed projects monitoring The company provided support, analytical and financial services to agricultural organizations While working there: - Performed an investment projects assessment - Created periodical and ad-hoc reports - Performed projects monitoring
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Sberbank
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Russian Federation
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700 & Above Employee
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Investments loan officer (Investments and Projects financing Department)
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Aug 2002 - Dec 2010
Efficiency analysis and evaluation of the payback of investment projects Building financial models of projects Projects performance monitoring Efficiency analysis and evaluation of the payback of investment projects Building financial models of projects Projects performance monitoring
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Education
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1996 - 2002
Voronezh State Technical University
Магистр менеджмента, Business/Managerial Economics
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