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IamOumarIbrahim/README.md

Oumar Mamoun Ibrahim

Senior computer engineering student at the University of Sharjah (3.91 CGPA). I build lightweight, multi-sensor perception for edge devices and test it on data the model has never seen.

LinkedIn ORCID

Research

  • Aerial search and rescue. RGB and thermal person detection for UAVs, with causal temporal post-processing to reduce false alerts. Accepted at ICSPIS 2026 (Dubai, 10–12 November).
  • Driver monitoring. A subject-disjoint benchmark of lightweight detectors on RGB and near-infrared video. Conditionally accepted at CAISAIS 2026; revision in progress.
  • MANAR. A supervised-autonomy search-and-rescue drone. The C++ control core and edge person detector are built; temporal multisensor fusion is the next milestone.

Selected projects

Project Area What it is
multi-modal-detection Edge AI / UAV perception RGB and thermal person detection with temporal post-processing for aerial search and rescue. Apache-2.0.
lightweight-driver-behavior-detection Edge AI / computer vision Subject-disjoint benchmark of lightweight detectors for driver warning cues on RGB and NIR video. Apache-2.0.
manar-search-rescue-drone Robotics / sensor fusion Search-and-rescue drone combining RGB/IR/thermal vision, FMCW radar, passive RF, and audio. Proprietary license.
macroblock-visual-automation Desktop automation Scratch-style Windows automation with a mandatory global abort hotkey. MIT.
class-watcher-uos Student utility Course-seat monitor for University of Sharjah registration with phone, desktop, and email alerts.

Stack

  • Languages: Python, C++, TypeScript
  • ML and vision: PyTorch, Ultralytics YOLO, D-FINE, RT-DETR, OpenCV, NumPy, Mamba state-space models
  • Desktop: PySide6, Tkinter

If you work on edge AI, radar perception, or applied signal processing, connect on LinkedIn.

Pinned Loading

  1. macroblock-visual-automation macroblock-visual-automation Public

    Block-based visual desktop automation tool for Windows featuring a fail-safe global abort hotkey.

    Python 2

  2. class-watcher-uos class-watcher-uos Public

    University of Sharjah course seat monitor with instant ntfy push, desktop toast notifications, and email alerts.

    Python

  3. lightweight-driver-behavior-detection lightweight-driver-behavior-detection Public

    Subject-disjoint benchmark of lightweight object detectors for real-time driver cue localization in RGB and NIR video.

    Python

  4. manar-search-rescue-drone manar-search-rescue-drone Public

    Supervised-autonomy UAV system integrating multimodal vision, FMCW radar, RF sensing, and temporal fusion.

    C++