Antti Lehtinen

Principal Algorithm Engineer at Grundium
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Contact Information
us****@****om
(386) 825-5501
Location
FI
Skills

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Experience

  • Grundium
    • Finland
    • Appliances, Electrical, and Electronics Manufacturing
    • 1 - 100 Employee
    • Principal Algorithm Engineer
      • Apr 2022 - Present

  • Elomatic
    • Engineering Services
    • 400 - 500 Employee
    • Lead consulting engineer (AI, Data Analytics & Simulations)
      • May 2021 - Aug 2022

      Model development and hands-on implementations with Matlab, Python, NumPy, Keras, Tensorflow, C/C++ for:- Artificial Intelligence & Machine Learning- Physics-Based Modeling & Digital Twins- Numerical algorithm development for various applicationsConsultancy and project management in technical analyses:- Computational Fluid Dynamics (CFD)- Heat transfer- Acoustics- Fluid-structure interaction (FSI)

    • Design Manager, Technical analysis
      • Nov 2018 - May 2021

      - Technical analysishttps://www.elomatic.com/en/services/technical-analysis/ANSYS, Star-CCM+- Digital twins, Artificial Intelligence, Artificial neural networks, Simulation tool developmentMatlab, Python- Mechanical engineering design and product development projects- Several industries: Mobile machinery, elevators, lifting equipments, energy production, marine & offshore, HVAC, process, medical, etc.- Physical phenomena: Heat transfer, fluid dynamics, material flow, acoustics, explosions, combustion, vibrations, electromagnetics

  • FS Dynamics
    • Sweden
    • Industrial Machinery Manufacturing
    • 100 - 200 Employee
    • Group Manager, Fluid Dynamics
      • Oct 2018 - Oct 2019

    • Principal Engineer (Fluid Dynamics & Acoustics)
      • May 2014 - Oct 2019

      - Computational fluid dynamics (CFD)- Aero- and vibroacoustic simulations- Matlab, Python, Ansys, Digital twins, Simulation tool development

    • Senior Engineer (Fluid dynamics & Acoustics)
      • Mar 2012 - May 2014

  • VTT
    • Finland
    • Research Services
    • 700 & Above Employee
    • Team Leader
      • Nov 2011 - Mar 2012

      Machinery and Environmental Acoustics (14 persons)

    • Senior Scientist
      • Jun 2011 - Mar 2012

      Machinery and Environmental Acoustics- Acoustic and vibroacoustic FEM modeling- Computational aeroacoustics (CAA)- Computational hydroacoustics- Computational fluid dynamics (CFD)- Measurement data analysis and signal processing

    • Research Scientist
      • Mar 2011 - May 2011

  • Process Flow Ltd Oy
    • Team Leader
      • Aug 2010 - Mar 2011

    • Modeling Specialist
      • Mar 2006 - Mar 2011

      Modeling specialist- Computational fluid dynamics (CFD)- Acoustic FEM modeling- Heat transfer- Cooling of electronics- Paper machines- Energy production- Marine applications- Simulator development- ANSYS, Matlab, C/C++

  • Tampere University of Technology 1965-2018
    • Finland
    • Higher Education
    • 200 - 300 Employee
    • Researcher
      • 2000 - 2006

      Research & Teaching - Cooling of electronics - Heat transfer - Fluid dynamics - Satellite positioning (GPS) algorithms - Artificial neural networks Research & Teaching - Cooling of electronics - Heat transfer - Fluid dynamics - Satellite positioning (GPS) algorithms - Artificial neural networks

Education

  • Tampere University of Technology
    Doctor of Science (DSc), Fluid and thermal engineering
    1997 - 2005
  • Tampereen lyseon lukio

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