M

Moktari Mostofa

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Maryland, United States

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  • F
    Machine Learning Engineer- ORISE Fellow
    Food And Drug Administration (FDA)
    Aug 2023 - May 2025 (1 year 10 months)
    Designed and implemented automated radiology report evaluation methods for LLMs to improve consistency of assessments. Explored if an LLM can serve as an alternative to human experts in evaluating LLM-generated X-ray report. Conference paper (currently under review in FDA). Physics-Informed Data Augmentation (PIDA) to simulate low dose CT scans. Designed and developed a deep learning based PIDA model to synthesize low-dose noise characteristics from high-dose CT scans. Paper under peer review in Medical Physics journal. Github Code
  • West Virginia University
    Machine Learning Researcher- Graduate Research Assistant
    West Virginia University
    Aug 2018 - May 2023 (4 years 10 months)
    Projects (Funded by Center for Identification Technology Research & Intelligence Advanced Research Project Activity). Face Recognition at Extreme Pitch and Yaw Angles - Developed a deep novel coupled profile to frontal face recognition network incorporating pose as an auxiliary information via attention mechanism (i.e., implemented a pose attention module). Joint Pose Estimation and Face Frontalization - Implemented a multi-task framework to simultaneously frontalize the profile faces to a canonical frontal view and estimate of the pose angle of that profile face. Benchmarking Video Super-Resolution Algorithm - Implemented state-of-the-art deep video super-resolution algorithms optimized for face recognition (FR) task. Face Recognition and
Education verified_user 0% verified
  • West Virginia University
    Doctorate in Electrical Engineering
    West Virginia University
    Aug 2018 - May 2023 (4 years 10 months)
    GPA: 3.83/4
  • University of Dhaka
    Master of Science in Electrical Engineering
    University of Dhaka
    Nov 2016 - Jul 2018 (1 year 9 months)
    GPA: 3.67/4
  • University of Dhaka
    Bachelor of Science in Electrical Engineering
    University of Dhaka
    Jan 2012 - Jun 2016 (4 years 6 months)
    GPA: 3.66/4