Ivan Isaev

Ivan Isaev Email and Phone Number

ML lead | Head of ML & DS | Head of Engineering | Kaggle Competitions Master @ RentSoft Digital
Ivan Isaev's Location
United States, United States
Ivan Isaev's Contact Details

Ivan Isaev personal email

About Ivan Isaev

I am a technical manager with broad understanding and experience in the fields of practical data science, machine learning and data management (MDM, Data Management, Data Fusion). I have strong hard skills in the fields of machine learning such as table data analysis (linear models, XGBoost and tree-based models, KNN, NN), using advanced feature engineering and deep diving into domain-specific knowledge. I have basic knowledge and skills in the fields of reinforcement learning (RL), NLP, experience of creation, maintenance, and development of Data Lakes. Also, I have experience in the field of project planning, managing developers and data analysts for companies both large and small.I implemented 7+ complex digitalisation services (digital transformation) for large corporations with an economic value of up to $100 mln for the introduction of machine learning in the field of telecom (MTS), banks (Sberbank), chemical industry (Uralchem), metallurgy (ERG), oil production (Gazpromneft), smart city (Department of the Informatization of Moscow city).My prime focus is to find ways to apply data science and ML in the context of large corporations, and to automate operations in ways that will save companies tens and hundreds of millions of dollars.I'm now open to new opportunities for collaboration and new challenges.

Ivan Isaev's Current Company Details
RentSoft Digital

Rentsoft Digital

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ML lead | Head of ML & DS | Head of Engineering | Kaggle Competitions Master
Ivan Isaev Work Experience Details
  • Rentsoft Digital
    Ml And Engineering Lead
    Rentsoft Digital 2023 - Present
  • Kaggle
    Kaggle Competitions Master
    Kaggle 2022 - 2023
    San Francisco, California, Us
  • Iponweb (Acquired By Criteo)
    Head Of Ml And Optimization Division
    Iponweb (Acquired By Criteo) 2021 - 2023
    London, London, Gb
    As a technical manager I am responsible for 3 highly loaded core services including budget-spending strategies server, bid price optimization service, machine learning team of price prediction service. My work is focused on the intersection of machine learning tasks (mathematical tasks including RnD and data science) and software engineering tasks (including architectural tasks). Scope or responsibilieties includes:- Formalization of vision, roadmaps and goals for the services’ development, performance and architectural evolvement and improvement; - Formalization of tasks for engineers by finding jointly with them the right way to achieve goals, long-term, mid-term and short-term panning;- Organize and participate in collaboration with cross functional teams by formalizing tasks and making code reviews. Setting up processes for collaboration with cross teams: ETL and IT-support departments, DevOps teams, data science department, RnD (mathematician) researchers, product teams, project (customers) teams, accounting team;- Hiring and interviewing developers and engineers;- Reporting to VP of Technology and CTO;- Stack: Scala, Java, Python.
  • Mts Group
    Head Of Data Science And Data Engineering Division
    Mts Group 2019 - 2021
    Moscow, Ru
    MTS is the leading telecommunications group in Russia and the CIS. It provides a range of mobile and fixed-line communications-based services to satisfy today’s increasingly digital lifestyle. Responsibilities and achievements:- Successfully created a great team of 100 members;- Formalization of tasks and development of technical specifications;- Choosing machine learning methods and technical stack;- Development of an industrial solution architecture;- Formalization of results in technical reports and a repository in Confluence
  • Altarix
    Head Of Data Science
    Altarix 2017 - 2019
    Moscow, Ru
    ALTARIX is a fast-growing Russian company specializing in the development of large infrastructure IT projects, mobile services and multiplatform mobile applications for government and commercial organizations, bringing together more than 500 leading IT market specialists under its brand.Responsibilities and achievements:- Organised a new branch of Data analysis and Machine learning- Implemented projects using predictive analytics and ML technologies for large industrial companiesTechnology stack: Python (Pandas, Numpy, Sklearn), SQL, (PostgreSQL, Oracle), Hadoop (Spark, Cassandra, Hive, PySpark)
  • Astera Llc
    Cto, Head Of Data Science
    Astera Llc 2012 - 2018
    Astera is a software development company in the market of data processing, analysis and intelligent systems.Responsibilities and achievements:- Managed a team of Data Science developers;- Negotiated with customers and partners: development and approval of technical specifications, project planning, approval and delivery of sprints, presentation of results, budget protection;- Development and approval of the project roadmapTechnology stack: Data Science, Machine Learning, SQL, Dig Data, Digital Transformation, MLOps, Python, Java, SQLAlchemy

Ivan Isaev Skills

Management Consulting Change Management Business Strategy Strategic Planning Project Management Program Management Process Improvement Marketing Strategy Business Process Improvement New Business Development Business Planning Strategy Financial Analysis Customer Service Team Building Management Business Analysis Microsoft Office Microsoft Excel Coaching Data Analysis Agile Methodologies Scrum Machine Learning Business Analytics Big Data Sql Python English Networking Data Science Predictive Modeling Big Data Analytics

Ivan Isaev Education Details

  • Ucla
    Ucla
    Computer Science
  • Samara State Aerospace University
    Samara State Aerospace University
    Computer Science
  • Moscow Institute Of Physics And Technology (State University) (Mipt)
    Moscow Institute Of Physics And Technology (State University) (Mipt)
    Extramural Physical And Technical School

Frequently Asked Questions about Ivan Isaev

What company does Ivan Isaev work for?

Ivan Isaev works for Rentsoft Digital

What is Ivan Isaev's role at the current company?

Ivan Isaev's current role is ML lead | Head of ML & DS | Head of Engineering | Kaggle Competitions Master.

What is Ivan Isaev's email address?

Ivan Isaev's email address is gm****@****ail.com

What schools did Ivan Isaev attend?

Ivan Isaev attended Ucla, Samara State Aerospace University, Moscow Institute Of Physics And Technology (State University) (Mipt).

What skills is Ivan Isaev known for?

Ivan Isaev has skills like Management Consulting, Change Management, Business Strategy, Strategic Planning, Project Management, Program Management, Process Improvement, Marketing Strategy, Business Process Improvement, New Business Development, Business Planning, Strategy.

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