πŸ‘¨β€πŸ’» Amir Mohammad Babaei

Computer Vision Engineer, Graduate Student of Computer Engineering
πŸ“ Tehran, Iran | πŸ–₯ LinkedIn | GitHub | Email

🎯 Career Objective

As an aspiring Computer Vision researcher, I leverage my strong academic foundation and hands-on experience in AI, image processing, and machine learning to contribute to innovative solutions. My journey has been shaped by rigorous research at Sharif University and collaborations with the University of Toronto. My goal is to advance the field of computer vision through impactful research and mentoring the next generation of engineers.

πŸŽ“ Education

  • Sharif University of Technology
    M.Sc. in Computer Engineering, Artificial Intelligence and Robotics
    Sep 2023 - Present

    • GPA: 18.30/20
    • Member of Sharif Image Processing Lab (Sharif IPL)
      • currently, working on β€œBlind Image Super-Resolution using Generative Models” project.

  • Amirkabir University of Technology
    B.Sc. in Computer Engineering
    Sep 2019 - Sep 2023

    • GPA: 19.09/20 | Ranked 4th among 149 students
    • Thesis: Design and Implementation of a Novel Spatiotemporal Method for Urban Traffic Prediction using SCINet and Graph Convolution Networks.

πŸ’Ό Professional Experience

  • Computer Vision Engineer
    Freelance
    Feb 2024 - Aug 2024

    • Enhanced imagery from airborne and spaceborne sources using advanced processing techniques for seamless pipeline integration.

  • Data Scientist
    Bale Messenger
    May 2023 - Feb 2024

    • Worked on data-driven projects, including a channel (subjective) classifier, channel recommender, and intelligent Ad systems.

  • Machine Learning Engineer
    Asr Gooyesh Pardaz
    Sep 2022 - Mar 2023

    • Explored Nvidia NeMo for Persian ASR tasks and developed a simple FAQ chatbot using RASA to do customer management services.

πŸ›  Skills

  • Programming Languages: Python, Java, C/C++
  • Tools: Git, Linux, Docker, Kubernetes, GDAL, LaTeX, ffmpeg, Selenium, SQL
  • Frameworks & Libraries: TensorFlow, PyTorch, JAX, Keras, OpenCV, Scikit-learn, Django, FastAPI

πŸ† Honors and Awards

  • 2023: Admitted to M.Sc. at Sharif University of Technology based on exceptional academic performance.
  • 2023: Ranked 4th among 149 students in the Computer Engineering program at Amirkabir University of Technology.
  • 2019: Among the top 2% in the Iranian University Entrance Exam.

πŸ“š Research Experience

  • Sharif University of Technology
    Image Processing Lab (IPL)

    • Advisor: Dr. Shohreh Kasaei
    • Nov 2023 - Present
    • Thesis: β€œBlind Image Super-Resolution using Generative Models”

  • Amirkabir University of Technology

    • Advisor: Dr. Maryam Amirmazlaghani
    • Sep 2022 - Present
    • Thesis: β€œDesign and Implementation of Urban Traffic Forecasting System”

  • University of Toronto
    Dept of Computer Science (Remote)

    • Advisor: Dr. Alireza Esmaeilzehi
    • Nov 2022 - Nov 2023
    • Co-authored and submitted a paper on advanced machine learning and computer vision research.

πŸ“„ Publications

  • In Preparation
    • β€œNew Kernel Estimation Method for Blind Image Super-Resolution” – Image and Vision Computing Journal
    • β€œNovel Approach to Traffic Forecasting Using Time Series Models and Graph Convolution Networks”

πŸ‘¨β€πŸ« Teaching Experience

  • Fundamentals of 3D Computer Vision Teaching Assistant
    Sharif University of Technology

    • Feb 2024 - Jul 2024
    • Supervised by Dr. Naderi

  • Data Mining Teaching Assistant
    Amirkabir University of Technology

    • Feb 2023 - Jul 2023
      • (Head) Supervised by Dr. Nazerfard

  • Applied Linear Algebra Teaching Assistant
    Amirkabir University of Technology

    • Feb 2023 - Jul 2023
      • Supervised by Dr. AmirMazlaghani
    • Feb 2022 - Jul 2022
      • Supervised by Dr. Haghir Chegreghani
    • Sep 2021 - Feb 2022
      • (Head) Supervised by Dr. Nazerfard

  • Signals and Systems Teaching Assistant
    Amirkabir University of Technology

    • Feb 2022 - Jul 2022
      • Supervised by Dr. TermehChi

  • Data Structures and Algorithms Teaching Assistant
    Amirkabir University of Technology

    • Sep 2021 - Feb 2022
      • Supervised by Dr. Shirali Shahreza

  • Fundamental Programming Teaching Assistant
    Amirkabir University of Technology

    • Sep 2021 - Feb 2022
      • Supervised by Eng. Alvani

🌱 Continuous Learning

  • Completed various online courses including:
    • Coursera Machine Learning & Deep Learning series
    • Stanford CS224n: NLP with Deep Learning
    • Stanford CS224W: Machine Learning with Graphs
    • Stanford CS236: Deep Generative Models