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  • Joined Mar 31, 2026

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Ilyas-Raza1214/README.md

Hi, I'm Muhammad Ilyas Raza

Machine Learning Engineer with experience in computer vision, robotics, applied AI,deep learning,and *data analysis

My work spans machine learning systems, vision-based solutions, robotic learning, scientific imaging, detection and segmentation, and optimization workflows across research and industry settings.

About Me

  • Experience in machine learning, computer vision, robotics, and applied AI
  • Worked on robotic grasping and manipulation in simulation, along with vision pipelines for industrial inspection and scientific imaging
  • Built deep learning solutions for detection, segmentation, classification, and engineering-focused AI applications
  • Interested in practical AI systems, robotic perception, model development, and real-world deployment

What I Work On

  • Machine Learning
  • Computer Vision
  • Robotics
  • Applied AI
  • Deep Learning
  • Scientific Imaging
  • Optimization Pipelines
  • MLOps and ML Engineering

Skills

Machine Learning & AI
PyTorch, TensorFlow, scikit-learn, deep learning, model training, evaluation, predictive modelling

Computer Vision
OpenCV, YOLOv5, U-Net, object detection, image segmentation, image analysis, scientific imaging

Robotics
Robot learning, reinforcement learning, robotic grasping, robotic manipulation, simulation, ROS, PyBullet

Engineering & Tools
Python, C++, MATLAB, Docker, Git, Linux, MLflow, CI/CD, AWS, Azure

Experience Areas

  • Computer vision workflows for industrial inspection and scientific imaging
  • Detection, segmentation, and classification pipelines for real-world data
  • Optimization and AI workflows for engineering applications
  • Robotics and reinforcement learning for grasping and manipulation
  • Robotics and reinforcement learning for grasping and manipulation
  • Eperienced with LLM, RAG, Transformer and agentic AI

Technical Interests

  • Machine Learning
  • Computer Vision
  • Robotics and Robot Learning
  • Reinforcement Learning
  • Scientific Imaging
  • Applied AI Systems
  • MLOps and Production ML

Connect With Me

Pinned Loading

  1. Master-thesis-Design-of-Optoelectronics-Based-Force-Sensor Master-thesis-Design-of-Optoelectronics-Based-Force-Sensor Public

    Python 1

  2. Environment-Driven-Exploration-in-Reinforcement-Learning Environment-Driven-Exploration-in-Reinforcement-Learning Public

    Environment-driven exploration experiments in reinforcement learning for Ant and HalfCheetah locomotion

    C++ 1

  3. Real-Time-Grasp-Detection-and-Robotic-Sorting-using-ROS-YOLO-and-MoveIt Real-Time-Grasp-Detection-and-Robotic-Sorting-using-ROS-YOLO-and-MoveIt Public

    Python 1

  4. UAVs_Q_learning_algorithm-for-drone-using-ROS UAVs_Q_learning_algorithm-for-drone-using-ROS Public

    Python 1

  5. Implementation-of-different-deep-learning-algorithm-for-images-detection Implementation-of-different-deep-learning-algorithm-for-images-detection Public

    Collection of deep learning projects for image detection, classification, and computer vision applications.

    Jupyter Notebook

  6. sattelite-segmentation-Unet sattelite-segmentation-Unet Public

    satellite image segmentation using U-Net for semantic segmentation of aerial imagery

    Python