Vinayaka K M

Vinayaka k m

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location of Vinayaka K MBengaluru, Karnataka, India
Phone number of Vinayaka K M+91 xxxx xxxxx
Followers of Vinayaka K M574 followers
  • Timeline

    Feb 2013 - May 2018

    Member Technical Staff

    PREVA SYSTEMS PVT LTD
    Aug 2018 - Feb 2019

    Python Developer

    ALTEN India
    Feb 2019 - May 2021

    Lead Consultant

    ITC Infotech
    May 2021 - May 2022

    EDGE Controls Engineer

    GE Renewable Energy
    Current Company
    May 2022 - now

    Senior AI Engineer

    Ericsson
    Bengaluru, Karnataka, India
  • About me

    MLOps |AI & ML | Pyspark |Thingsboard | Dataiku |Ex-General Electric

  • Education

    • Basaveshwar engineering college, bagalkot (qip centre)

      2010 - 2012
      Master of engineering (m.eng.) digital communication and media/multimedia 9.48

      Secured second rank

    • Ballari institute of technology and management

      2006 - 2010
      Bachelor’s degree electrical, electronics and communications engineering 73.35
  • Experience

    • Preva systems pvt ltd

      Feb 2013 - May 2018
      Member technical staff

      Responsible in 1. Designing and development of Wifi based NFC reader supporting multiple protocols like MQTT and HTTP 2. Development of Smart Billboard using IoT Platform 3. Integrated MODBUS based trip information device to IoT platform 4. Building PoC for water management and agriculture, electric metering solutions using IoT5. Designing course curriculum for IoT for graduates

    • Alten india

      Aug 2018 - Feb 2019
      Python developer

      Client Hewlett Packard Enterprise Responsible for extracting image metadata specially Geolocation data from submitted images using ExifRead in python Was part of Tool development in HPand contributed in adding logging infrastructure, code modularization and optimization using Pandas and numpy in python and HTML parsing in Python for report generation.

    • Itc infotech

      Feb 2019 - May 2021
      Lead consultant

      1. Lead Reviewer for GE Renewables EDGE team 2. Design and green field development of generic MQTT client for EDGE apps3. Reducing the algo integration with client from months to hours 4. Involved in design and development of wind turbine algorithms in Python5. Development of python obfuscation tool using secure strings in C and python automation 6. Developed controls inference engine that consolidate the decision making of multiple apps and send out single command based on priority of app and time of operation.7. Development of Controls inference engine that supported multi app environment and integration of new app seamlessly saving months of time8. Developed code analysis tool for code standard in python using Pylint(PEP), Radon (Cyclomatic Complexity), bandint (security).9. Integrated python Algorithms with Java MQTT client using Py4j and process builder10. Reduction of EDGE APP docker size from 1 GB to 300 MB using Pyinstaller.11. Bringing down execution of python algorithm from 7 sec to 0.2 sec eliminating CSV file operation12. Design and green field development of Master APP for EDGE apps (considerable reduction in number of publish payloads Show less

    • Ge renewable energy

      May 2021 - May 2022
      Edge controls engineer

      1. Responsible for Development of MQTT Client for ingesting data from Windturbine and SCADA .2. Deploy rule-based and ML algorithms for Windturbine3. Microservice Architecture for windturbine based application.4. Develop and test ML application for Predictive maintainence of Windturbine5. Developed ETL pipelines and ML model using Dataiku

    • Ericsson

      May 2022 - now

      Build ML and Data pipelines, MLOps framework in AWS - Industrialising ML models,- Developing data , ML and inference pipelines

      • Senior AI Engineer

        Jan 2024 - now
      • Senior MLops Engineer

        May 2022 - Dec 2023
  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Vinayaka K M
      DELIVER WITH FOCUS ( Impact Award ) GE Renewable Energy Feb 2022 Deploying an EDGE App for more that 130 turbines in Wind Farm
    • Awarded to Vinayaka K M
      ACT WITH HUMILITY GE Renewable Energy Nov 2021 support in the evaluation and selection of interns for ONW and DS teams by being part of interviewpanel
    • Awarded to Vinayaka K M
      DELIVER WITH FOCUS ( Impact Award ) GE Renewable Energy Oct 2021 Fixed many defects in the product and added new feature that helped buisness in generative revenue.
    • Awarded to Vinayaka K M
      Trend Setter Lead Vageesh Nelogal Apr 2021 Appreciation from client with timely delivery of tasks and taking ownership of development