Amirshayan Tatari

Experience

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  Autoliv

  Oct 2018 - Mar 2019

  Mechatronics Engineer

  Working in a group of master students from TUHH for Virtual Commissioning project to reduce time and effort in a robotic stance, combining two main CAD & PLC parts in an environment.

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  Pydro - Smart Energy for Smart Water Networks

  Mar 2019 - Jan 2020

  Mechatronics Engineer

  - Designed an axial hydraulic turbine to produce hydropower for the system- Implemented torque motor to change the rotary movement of the turbine into the electricity - Designed a hydraulic test bench to test the product

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  Mb+Partner

  Dec 2020 - Jan 2022

  Software Engineer

  Worked on computer vision models to detect fire and smoke.The project included the following tasks:- Image processing- Object detection model with YOLOv4 including training, and testing.- Semantic segmentation model with U-net - Sensor fusion of RGB camera with IR sensor to achieve a model with 4-channel input- MLOps including deployment in the embedded HW, deployment of inference pipeline with the camera

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  STRABAG Infrastructure & Safety Solutions GmbH

  Jan 2022 - now

  Software Engineer

  Working on two projects: Embedded HMI applications:- Software architecture design, principles, and development with C/C++- RTSP streaming from IP cameras- init-scripts, daemons, and Installation script as the build packageComputer vision models:- Providing computer vision models for different tasks such as object detection and semantic segmentation - Model training and testing- Model deployment and MLOps including model optimization, RTSP streaming