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Monireh Yousefi

Monireh Yousefi

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location of Monireh YousefiAmsterdam, North Holland, Netherlands

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  • Timeline

  • About me

    Data Scientist | Computer Vision | Machine Learning | Algorithmic Trading | Python

  • Education

    • Ferdowsi University of Mashhad

      2012 - 2017
      Bachelor of Science - BS Computer Software Engineering

      Final project: Developing steering angle detection algorithms for self-driving cars using neural networks.

    • University of Tehran

      2019 - 2022
      Master's degree Information Technology 19.41/20

      Thesis: Developing a face spoofing attack detection model based on transformer models with 97.2% accuracy.

  • Experience

    • University of Tehran

      Feb 2020 - Jan 2023

      Digital Image processing

      • Teaching Assistant

        Sept 2022 - Jan 2023

      • Research Assistant

        Feb 2020 - Jan 2023

    • SEPID SYSTEM | سپید سیستم

      Mar 2021 - Sept 2022
      Data Scientist

      • Converted a PyTorch model for face spoofing attack detection to TensorFlow and used it with TensorFlow Serving.• Trained face recognition model with 98.7% accuracy.• Applied data pre‑processing techniques on more than 30GB of images for training.• Achieved near 100% accuracy in signature recognition using transfer learning.• Employed methods for processing video frames.

    • Boursika Trading Platform

      Sept 2022 - Apr 2023
      Data Scientist

      • Developed a crawler for fetching daily market data for more than 100 stocks.• Designed a back‑testing system to evaluate +20 different trading algorithms for each stock.• Implemented web service for presenting evaluation results using FastAPI.• Developed 8 different trading algorithms that each used a single indicator output for prediction.

  • Licenses & Certifications