Muneeb Ahmed Khan

LLM & Vision-Language

• Vision Transformers (ViTs)
• Hugging Face Transformers
• Parameter-Efficient Fine-Tuning (PEFT)
• LoRA & QLoRA

Computer Vision

• Object detection and classification
• Image Enhancment & Segmentation
• Medical Image Analysis
• Autonomous Driving Systems

CV Libraries

• OpenCV
• scikit-image
• Pillow
• NumPy

ML Frameworks

• TensorFlow
• PyTorch & Python
• Keras
• Pandas

Data Science

• Data collection & Cleaning
• Feature engineering
• Labeling

Explainable AI (XAI)

• Grad-CAM
• LIME
• Integrated Gradients

Research Tools

• Google Cloud Platform (GCP)
• CUDA
• Git
• LaTeX
• Jupyter Notebook

Deep Learning

• SSD, YOLOX, YOLO-NAS, Faster R-CNN
• Transfer learning
• Attention mechanisms
• Reinforcement Learning
• Semi-supervised Learning