My career spans more than 20 years, with roles requiring strong hard skills in math, strategic leadership and tactical execution in technical environments, business and product. As a head of machine learning & Data Science course at OTUS, Ph.D. In theoretical physics and developing my personal education project, I like to keep things busy. Probably for that reason, I travel often, moved a few times recently and have a blog).I’m teaching machine learning, reinforcement learning, time series analysis, computer vision, ML Operation and making customized education programs that fit business goals.I provide personal consultations on implementing machine learning into business projects and moving your projects into the cloud. Additionally, I serve as a personal mentor in developing and implementing machine learning projects in business.My biggest strength is being able to explain all these complicated things in clear human language. My Tech stack: Reinforcement learning, time series analysis and forecast, AI trading, ML in finance, deep learning, image processing and computer vision, Python, SQL (MySQL, PostgreSQL), AWS (Athena, Lambda, SageMaker), Apache Airflow, MLFlow, TensorFlow, PyTorch, TerraformIf you are as passionate about the mentioned above as I am, feel free to contact me here on Linkedin.
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Ai And Ml ArchitectDm SolutionsIstanbul, Turkey
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Analytics Team LeadDm Solutions Oct 2024 - PresentMoscow City, RussiaDevelop, describe and defend architectural solutions in the ML part of projects;Search, research and select new technologies to improve the performance of existing and designed solutions;Development of ML practice: coaching and team development, search for new tools and approaches;Development and implementation of methods of data quality control and quality control of ML models;Analyzing global trends in the field of ML and leading the process of implementing these trends in theML direction;Architectural control in terms of building ml architecture;Interaction with development, testing, DevOps teams;Analyzing business requirements for ML features and generating requirements for ML models and algorithms.Analyzing business requirements for ML features and generating requirements for ML models and algorithms.Automating testing of ML components;Analyzing business requirements for ML functions and generating requirements for ML models and algorithms;Organization of data collection, preparation and management;Development of ML models and algorithms both as separate alienated components\prototypes and as part of information systems;Design and development of the database, providing the work of ML models and algorithms.
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TeacherOtus Онлайн-Образование Aug 2023 - PresentTurkeyI'm teaching Machine learning, reinforcement learning and ML Ops courses -
Chief Executive OfficerUpstudy Spain Mar 2023 - PresentSpainDeveloping and executing the company's strategic vision and mission.Leading the executive team to ensure effective implementation of business strategies.Overseeing the development and launch of innovative educational products.Secured initial funding and investment for the company's early-stage growth. -
Machine Learning EngineerФриланс Oct 2022 - Oct 2024Istanbul, Turkey• Partnered with a team of product developers and created a recommendation system for algorithmic securities trading;• Automated ETL processes;• Built a data pipeline for daily input of streaming and transactional data.
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Chief Project EngineerNiigazeconimika Jan 2020 - Oct 2022Moscow City, RussiaData analysis, data analysis on graphs, modeling and predicting the behavior of systems with distributed parameters, mathematical models of technological processes, modeling and optimization distributed systems• Partnered with the product team to build a production recommendation engine in Python that decreased hand work technical engineers more than 50%;• Automated ETL processes across millions of rows of data, which reduced manual workload more than 50% monthly;• Build data pipeline for ingesting streaming and transactional data across 4 different primary data sources;• Support implementation and active monitoring of controls and programs for the precision and efficacy work of technical engineers;• Built an ML model to optimize the allocation of resources in the pipeline system during repair work.
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Chief Executive OfficerLlc Transservice Dec 2016 - Sep 2022Moscow, RussiaCreated a company providing cab transportation in the metropolitan area. Formed processes, ensured accountability, and was responsible for the human resources and information policy of the company.
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Head Of Analytics DepartmentNiigazeconomica Nov 2010 - Dec 2019Moscow, Moscow City, RussiaData analysis, data analysis on graphs, modeling and predicting the behavior of systems with distributed parameters, mathematical models of technological processes, modeling and optimization distributed systems• Led a team of data scientists and developers to brainstorm potential technical and organization improvements, and implemented it into customers;• Led a team to solve mathematical problems: Optimization graph tasks (dynamic transport task, max flow min cost, flow transportation networks, optimization tasks), Hydraulic calculation (hydraulic nets, identification parameters), Probability tasks (Bayes, Markov's chain, nonstationary Markov's chain);• Built and support implementation ML pipelines using TensorFlow Extend, Apache Airflow;• Automated department reporting using LaTeX and Python, saving at least 20% of working time.
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Chef AnaliticGazprom Vniigaz Jun 2006 - Nov 2010Moscow, Russia- Analysis of systems with distributed parameters- Evolutionary modeling- Risk analysis -
Qa EngineerIss - Intelligent Security Systems Jan 2003 - Jun 2006Moscow, RussiaUnit testing, stress testing, integration testing
Igor Stureiko Education Details
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Theoretical And Mathematical Physics
Frequently Asked Questions about Igor Stureiko
What company does Igor Stureiko work for?
Igor Stureiko works for Dm Solutions
What is Igor Stureiko's role at the current company?
Igor Stureiko's current role is AI and ML architect.
What schools did Igor Stureiko attend?
Igor Stureiko attended Lomonosov Moscow State University (Msu), Lomonosov Moscow State University (Msu).
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