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Hossein Pourshamsaei

Control Engineer

1000 followers

Tehran, Tehran Province, Iran

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Timeline
About me
Head of Artificial Intelligence at Tensor, PhD from Sharif University of Technology
Education
- Sharif University of Technology
  2016 - 2018
  Master of Science - MS Electrical Engineering - Control 16.48
  Thesis title: "Soil moisture monitoring in precision agriculture using estimation theories"Estimation theories like Compressive Sensing and Proper Orthogonal Decomposition were used for estimation of soil moisture all over the field using sparse measurements. Also, optimal sensor placement strategies were investigated.
- Sharif University of Technology
  2018 - 2024
  Doctor of Philosophy - PhD Electrical Engineering - Control 17.88
  Thesis title: "Performance Improvement of Reinforcement Learning in Non-stationary Environments Using Predictions About Environment Changes"In some non-stationary RL problems, there are some predictions about changing environments. Considering these predictions in the policy before change occurrence could improve overall achieved rewards...
- Sharif University of Technology
  2011 - 2016
  Bachelor of Science (B.S.) Electrical Engineering - Control 16.07
  Thesis title: "Application of direct measurement methods in measurement of air mass flow"Especially, I was researching about air mass flow measurement in gas turbine intakes.
Experience
- Maharban Control Engineering
  Jan 2016 - Jan 2017
  Control Engineer
  Assessment of control sequences of gas turbineContribution in project of designing performance tests of gas turbine control system
- Sharif University of Technology
  Jan 2020 - Jan 2021
  Head Teaching Assistant of Linear Control Lab
  Servo motor controlMulti-tank control
- Sharif University of Technology
  Sept 2021 - Sept 2023
  Head Teaching Assistant of Linear Control Lab
  Servo motor controlMulti-tank control
- Carriot
  Mar 2023 - Apr 2024
  My main focus is on Vehicle Routing Problem (VRP) and all related problems. My main focus is on solving the Vehicle Routing Problems (VRP) with different constraints and configurations.
  - Lead Data Scientist
    Oct 2023 - Apr 2024
  - Data Scientist
    Mar 2023 - Oct 2023
- Tensor
  Nov 2023 - now
  Head of Artificial Intelligence
  I am responsible to design and utilize appropriate artificial intelligence algorithms in robotics, effectively. As a practical real example of using AI in our team, I can mention to path planning algorithm of multiple robots in post industry for sorting parcels.
Licenses & Certifications
- Certification of summer school course on "Modern Machine Learning" with full mark
  HSE university- Saint Petersburg
  Aug 2019
- B.Sc. thesis was selected as one of the 8 top projects in B.Sc. theses competition of electrical engineering department of SUT.
  Sharif University of Technology- Department of electrical engineering
  Jan 2016