Sergey Lukyanchikov
  • Male
  • Moscow
  • Russian Federation
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Profile Information

Short Bio:
Sales Engineer - Data Science at InterSystems
Job Title:
Sales Engineer - Data Science
Job Function:
Data Scientist
Number of employees:
1.000 to 4.999
Research and Consulting
LinkedIn Profile:
Contributing, Networking

Sergey Lukyanchikov's Blog

Distributed Artificial Intelligence with InterSystems IRIS

Posted on April 3, 2021 at 3:00am 0 Comments

What is Distributed Artificial Intelligence (DAI)?

Attempts to find a “bullet-proof” definition have not produced result: it seems like the term is slightly “ahead of time”. Still, we can analyze semantically the term itself – deriving that distributed artificial intelligence is the same AI (see…


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…


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…

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:…


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