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PioneerAIRobots/README.md

Typing SVG


πŸ§‘β€πŸ’» About Me

I'm an AI/ML Engineer and Robotics Specialist with 6+ years of experience building AI that works outside the lab, from cancer detection in hospitals to signal target tracking, autonomous navigation, and precision-agriculture robots in the field.

  • 🏒 Assistant Manager – AI/ML at NSTP, Islamabad
  • πŸ”¬ Research in medical AI and agricultural robotics
  • 🎯 96% accuracy in esophageal cancer detection from low-cost histopathology
  • 🌾 52% less pesticide with our vision-guided robot sprayer
  • πŸ† Best Employee of the Year (2023)
  • 🀝 Open to research & industry collaborations

🎯 Current Focus

πŸ“ˆ At a Glance



πŸ€– Robotics in Motion

Robotic arm
🦾 Robotic Manipulation
Humanoid robot
🧍 Humanoid Robotics
Quadruped robot
πŸ• Legged Locomotion
ROS path planning
πŸ—ΊοΈ ROS Navigation & Path Planning

πŸ› οΈ Tech Stack


Domain Technologies Level
🧠 AI / ML TensorFlow · PyTorch · Keras · Scikit-Learn · CNN · LSTM · GAN · Transformers ⭐⭐⭐⭐⭐
πŸ‘οΈ Computer Vision OpenCV Β· YOLO Β· Faster R-CNN Β· Mask R-CNN Β· Semantic Segmentation Β· Tracking ⭐⭐⭐⭐⭐
πŸ€– Robotics ROS / ROS 2 Β· SLAM Β· Navigation Β· Path Planning Β· Sensor Fusion Β· Gazebo ⭐⭐⭐⭐⭐
🩺 Medical AI Histopathology · X-ray / CT / MRI · CAD Systems · Diagnostic Tools ⭐⭐⭐⭐
πŸ“‘ Signals Processing Signal Processing Β· Target Detection Β· FMCW Β· MATLAB/Simulink ⭐⭐⭐⭐

πŸ’Ό Experience

🏒 Assistant Manager – AI/ML

NSTP, Islamabad

  • Lead development of AI solutions for civilian applications
  • Deep learning for signal processing and target identification
  • Autonomous mobile robots with ROS, SLAM, and navigation in unknown environments
  • Real-time Flying object detection, tracking, and command & control interfaces
  • Managing cross-functional AI/robotics teams

πŸ”¬ Research Assistant

Precision Medicine Lab, Peshawar

  • Deep learning for medical image analysis (X-ray, CT, MRI, histopathology)
  • 96% accuracy in esophageal cancer detection with ensemble models
  • Computer-aided diagnosis (CAD) tools optimized for low-resource settings

πŸŽ“ Higher Education Research Assistant

UET Peshawar

  • Research in precision agriculture using AI and robotics
  • Vision-based crop/weed classification and variable-rate spraying
  • Taught Machine Learning and Fuzzy Logic courses

πŸš€ Featured Projects

🫁 LLM_Models

Towards a foundation model for chest X-ray interpretation using vision-language models.

Python VLM Medical AI

Real-time computer-vision fall detection for hospitals, elder-care and rehab centers.

Python OpenCV Deep Learning

End-to-end app classifying 3D objects directly from point clouds.

PyTorch PointNet 3D Vision

Detects malicious executables from static PE-file features.

Python Scikit-Learn Security

Machine-learning classification of multi-omic biological data.

Python ML Bioinformatics

🩺 MedAgent

Flask platform unifying medical vision & language models: segmentation, X-ray, blood cells, COPD, Parkinson's.

Flask MedSAM2 Multi-model


πŸ”¬ Research Areas

🩺
Medical AI
Esophageal & lung cancer, breast cancer, sarcoma, COVID-19
πŸ“‘
Signal Processing
Target detection, flying-object tracking, control interfaces
πŸ€–
Autonomous Systems
SLAM, navigation, obstacle avoidance, mapping
🌾
Agri Robotics
Crop/weed vision, UAV imagery, precision spraying

πŸ“„ Publications

Year Paper Highlight
2022 Using low-resolution, low-cost histopathology images to predict esophageal squamous cell carcinoma via deep learning 🎯 96% accuracy (ensemble)
2022 TobSet: A New Tobacco Crop and Weeds Image Dataset and Its Utilization for Vision-Based Spraying by Agricultural Robots · Applied Sciences 🌱 52% less pesticide
2021 A Highly Reliable CNN Based Soft Tissue Sarcoma Metastasis Detection from Chest X-ray Images 🩻 91.2% accuracy
2021 A Novel Semi-supervised Framework for UAV Based Crop/Weed Classification 🚁 90% with 80% unlabeled data
2020 Real-Time Machine Learning Based Crop/Weed Detection and Classification for Variable-Rate Spraying in Precision Agriculture · IEEE ICEEE ⚑ Real-time field deployment


πŸ† Honors & Awards

  • πŸ₯‡ Best Employee of the Year (2023)
  • πŸŽ“ Fully Funded HEC Scholarship for MS degree (2017)
  • πŸ“š Research Excellence Awards for multiple publications
  • πŸ… Best Project Awards in AI and robotics competitions

πŸ“Š GitHub Stats

Profile visitors


πŸ“¬ Let's Connect

Working on something exciting in AI, robotics, medical imaging, or signal processing? Let's talk!

"Intelligence is most useful when it can see, sense, and act in the real world. Let's build it together."

Pinned Loading

  1. LLM_Models LLM_Models Public

    Towards a Foundation Model for Chest X-Ray Interpretation Vision Language Models

    Jupyter Notebook

  2. Malware-Detection-using-Machine-Learning Malware-Detection-using-Machine-Learning Public

    A machine learning-based approach to detect **malicious executable files** (malware) using **static analysis features** extracted from PE (Portable Executable) files.

    Jupyter Notebook

  3. multiomics multiomics Public

    Multiomic Data Classification Using Machine Learning

    Jupyter Notebook

  4. AI-Powered-Patient-Fall-Detection-System AI-Powered-Patient-Fall-Detection-System Public

    AI-Powered Patient Fall Detection System – Bridging Healthcare & Computer Vision Falls are one of the leading causes of injury in hospitals, elder-care facilities, and rehabilitation centers.

    Python 1

  5. PointNet-3D-Object-Classification-System PointNet-3D-Object-Classification-System Public

    An end-to-end deep learning application that classifies 3D objects directly from point cloud data using the powerful PointNet architecture. This project showcases the intersection of computer visio…

    HTML