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Sergey Lukyanchikov
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  • Moscow
  • Russian Federation
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Sergey Lukyanchikov's Page

Latest Activity

Sergey Lukyanchikov posted a status
"InterSystems AI+ML Virtual Summit 2021:…"
Jan 13
Sergey Lukyanchikov posted a blog post

Horowitz Index Day-Ahead Change Prediction in Real Time

Rationalizing the effort of our intensive care staff by predicting patient condition indicators in real time is a challenge because of an impressive number of externally imposed and internally unavoidable restrictions. Patient data privacy requirements, variety of types and lack of standardization within one type of equipment, limited availability of “pure” examples of this or that patient condition patterns – just to name a few complexity factors.Computational approaches to model patient…See More
Jan 1
Sergey Lukyanchikov's blog post was featured

Horowitz Index Day-Ahead Change Prediction in Real Time

Rationalizing the effort of our intensive care staff by predicting patient condition indicators in real time is a challenge because of an impressive number of externally imposed and internally unavoidable restrictions. Patient data privacy requirements, variety of types and lack of standardization within one type of equipment, limited availability of “pure” examples of this or that patient condition patterns – just to name a few complexity factors.Computational approaches to model patient…See More
Dec 20, 2020
Sergey Lukyanchikov posted a blog post

Horowitz Index Day-Ahead Change Prediction in Real Time

Rationalizing the effort of our intensive care staff by predicting patient condition indicators in real time is a challenge because of an impressive number of externally imposed and internally unavoidable restrictions. Patient data privacy requirements, variety of types and lack of standardization within one type of equipment, limited availability of “pure” examples of this or that patient condition patterns – just to name a few complexity factors.Computational approaches to model patient…See More
Dec 20, 2020
Anthony Fiedler liked Sergey Lukyanchikov's blog post All-Purpose Universal Platform for Real-Time AI/ML
Oct 5, 2020
Sergey Lukyanchikov posted a blog post

All-Purpose Universal Platform for Real-Time AI/ML

Author: Sergey LukyanchikovChallenges of real-time AI/ML computationsWe will start from the examples that we faced as Data Science practice at InterSystems:A “high-load” customer portal is integrated with an online recommendation system. The plan is to reconfigure promo campaigns at the level of the entire retail network (we will assume that instead of a “flat” promo campaign master there will be used a “segment-tactic” matrix). What will happen to the recommender mechanisms? What will happen…See More
Oct 1, 2020
Sergey Lukyanchikov posted a blog post

All-Purpose Universal Platform for Real-Time AI/ML

Author: Sergey LukyanchikovChallenges of real-time AI/ML computationsWe will start from the examples that we faced as Data Science practice at InterSystems:A “high-load” customer portal is integrated with an online recommendation system. The plan is to reconfigure promo campaigns at the level of the entire retail network (we will assume that instead of a “flat” promo campaign master there will be used a “segment-tactic” matrix). What will happen to the recommender mechanisms? What will happen…See More
Sep 20, 2020
Sergey Lukyanchikov posted a blog post

InterSystems IRIS ML Toolkit orchestrating Microsoft Azure Data Factory and Machine Learning

ML Toolkit for InterSystems IRIS, besides Python/R/Julia, allows orchestrating cloud-based advanced analytics services, such as Microsoft Azure Data Factory and Machine Learning:See More
Aug 20, 2020
Sergey Lukyanchikov updated their profile
Jul 17, 2020
Sergey Lukyanchikov commented on Sergey Lukyanchikov's status
Jun 24, 2020
Sergey Lukyanchikov posted a status
"InterSystems IRIS AI Programming Contest:…"
Jun 24, 2020
Sergey Lukyanchikov posted a blog post

IRIS ML Toolkit can now use IntegratedML

IRIS ML Toolkit adds the power of IntegratedML to further extend convergent scenario coverage into the area of automated feature and model type/parameter selection. The previous "manual" pipelines now collaborate within the same analytic process with "auto" pipelines that are based on automation frameworks, such as H2O.Details on the ML Toolkit available on GitHub,…See More
May 3, 2020
Sergey Lukyanchikov posted a blog post

IRIS ML Toolkit can now use IntegratedML

IRIS ML Toolkit adds the power of IntegratedML to further extend convergent scenario coverage into the area of automated feature and model type/parameter selection. The previous "manual" pipelines now collaborate within the same analytic process with "auto" pipelines that are based on automation frameworks, such as H2O.Details on the ML Toolkit available on GitHub,…See More
Feb 23, 2020
Sergey Lukyanchikov's blog post was featured

InterSystems IRIS ML Toolkit is now bi-directionally integrated with Jupyter Notebook

Choose your format to work on the same analytical process among graphical composer (IRIS BPL), notebook (Jupyter) or IDE (IRIS Studio/Atelier):This platform-centric approach to developing analytical tools and solutions aiming to maximize the advantages of combining multiple analytic toolsets (AI/ML, BI, SQL, Quantum, IoT, MapReduce, NLP, DL/CV, etc.) in a single analytic…See More
Jan 26, 2020

Profile Information

Company:
InterSystems
Job Title:
Sales Engineer - Data Science
Seniority:
Consultant
Job Function:
Data Scientist
Number of employees:
1.000 to 4.999
Industry:
Research and Consulting
Short Bio:
Sales Engineer - Data Science at InterSystems
LinkedIn Profile:
http://www.linkedin.com/in/lukyanchikov
Interests:
Contributing, Networking

Sergey Lukyanchikov's Blog

Horowitz Index Day-Ahead Change Prediction in Real Time

Posted on December 14, 2020 at 3:00am 0 Comments

Rationalizing the effort of our intensive care staff by predicting patient condition indicators in real time is a challenge because of an impressive number of externally imposed and internally unavoidable restrictions. Patient data privacy requirements, variety of types and lack of standardization within one type of equipment, limited availability of “pure” examples of this or that patient condition patterns – just to name a few complexity factors.

Computational approaches to model…

Continue

All-Purpose Universal Platform for Real-Time AI/ML

Posted on September 20, 2020 at 12:30pm 0 Comments

Author: Sergey Lukyanchikov

Challenges of real-time AI/ML computations

We will start from the examples that we faced as Data Science practice at InterSystems:

  • A “high-load” customer portal is integrated with an online recommendation system. The plan is to reconfigure promo campaigns at the level of the entire retail network (we will assume that instead of a…
Continue

InterSystems IRIS ML Toolkit orchestrating Microsoft Azure Data Factory and Machine Learning

Posted on August 18, 2020 at 12:13am 0 Comments

ML Toolkit for InterSystems IRIS, besides Python/R/Julia, allows orchestrating cloud-based advanced analytics services, such as Microsoft Azure Data Factory and Machine Learning:…

Continue

IRIS ML Toolkit can now use IntegratedML

Posted on February 14, 2020 at 1:00pm 0 Comments

IRIS ML Toolkit adds the power of IntegratedML to further extend convergent scenario coverage into the area of automated feature and model type/parameter selection. The previous "manual" pipelines now collaborate within the same analytic process with "auto" pipelines that are based on automation frameworks, such as H2O.…

Continue

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