Kumar Ayush

Kumar Ayush Email and Phone Number

Lead Data Scientist @ Altair
Bengaluru, KA, IN
Kumar Ayush's Location
Bengaluru, Karnataka, India, India
Kumar Ayush's Contact Details

Kumar Ayush work email

Kumar Ayush personal email

About Kumar Ayush

Hi, I am Ayush, a Data Scientist and a problem solver with a passion for generating knowledge out of raw data. I love to tinker with new technologies to see how they could improve my workflow and, therefore, increase speed and impact on the business. I would love to continue combining my math skills with cutting edge technologies to keep generating tangible value out of raw data.

Kumar Ayush's Current Company Details
Altair

Altair

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Lead Data Scientist
Bengaluru, KA, IN
Website:
altair.com
Employees:
4256
Kumar Ayush Work Experience Details
  • Altair
    Lead Data Scientist
    Altair
    Bengaluru, Ka, In
  • Altair
    Senior Data Scientist
    Altair May 2023 - Present
    Bengaluru, Karnataka, India
  • Trinity Mobility
    Data Scientist
    Trinity Mobility Oct 2021 - Apr 2023
    Bengaluru, Karnataka, India
  • Man Energy Solutions
    Senior Engineer (Systems - Valves R&D)
    Man Energy Solutions Jun 2018 - Oct 2021
    Bengaluru, Karnataka, India
    Digital twin technology for existing turbine operations:• Collect, clean, transform and validate data, part of data pre-processing• Feature selection (RF, Stepwise first order) and Feature extraction using machine learning technique and domain knowledge• Presents data in the form of charts, plots and tables for immediate reference –Descriptive analysis• Model validation using K-fold Cross Validation, Error metrics. Identify effect(trend) of individual variables through… Show more Digital twin technology for existing turbine operations:• Collect, clean, transform and validate data, part of data pre-processing• Feature selection (RF, Stepwise first order) and Feature extraction using machine learning technique and domain knowledge• Presents data in the form of charts, plots and tables for immediate reference –Descriptive analysis• Model validation using K-fold Cross Validation, Error metrics. Identify effect(trend) of individual variables through sensitivity analysis• Develop machine learning predictive models (Linear, Random Forest, MARS, Stepwise first order, KNN, PLS) to accurately predict the behavior of turbine process parameters• Work closely with software development teams to ensure accurate integration of machine learning models into firm platforms.Development of Valves and Actuator Localization:• R&D for Emergency Stop Valve• Localization of hydraulic Actuator for Emergency Stop and Control Valves• Project Management for the New Project Development• Failure mode effects analysis (Design and Manufacturing)• Vendor Qualification and process audit Show less
  • Tata Consultancy Services
    Design Engineer
    Tata Consultancy Services Apr 2014 - May 2018
    Bengaluru Area, India
    Design Engineering for the Turbine Components:(Mitsubishi Hitachi Power Systems)• Layout and general arrangement drawings for the core machine• Generic models and their assembly based on the variable parameters• Material selection based on the requirements and the usage type• Part of Design Failure Mode Effect Analysis (DFMEA) team for the evaluation of the design and detaileddesign.

Kumar Ayush Skills

Ptc Creo Windchill Plm Tools Steam Turbines Autocad Solid Edge Algor C Sql Java C++ Microsoft Office Mysql Recruiting Informatica Business Object Matlab Html Javascript Team Lead Quality Auditing Value Engineering Gd&t Catia Siemens Nx

Kumar Ayush Education Details

Frequently Asked Questions about Kumar Ayush

What company does Kumar Ayush work for?

Kumar Ayush works for Altair

What is Kumar Ayush's role at the current company?

Kumar Ayush's current role is Lead Data Scientist.

What is Kumar Ayush's email address?

Kumar Ayush's email address is ku****@****tcs.com

What schools did Kumar Ayush attend?

Kumar Ayush attended Texas Mccombs School Of Business, Great Learning, Sri Siddhartha Institute Of Technology.

What are some of Kumar Ayush's interests?

Kumar Ayush has interest in Education.

What skills is Kumar Ayush known for?

Kumar Ayush has skills like Ptc Creo, Windchill, Plm Tools, Steam Turbines, Autocad, Solid Edge, Algor, C, Sql, Java, C++, Microsoft Office.

Who are Kumar Ayush's colleagues?

Kumar Ayush's colleagues are Epistimi Papanikolaou, Sara Joonnekindt, Tirth Rami, Ashish Kumar Singh, Ambrish Singh, Mohamed Taha, Pablo Castañeda Morales.

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