AI Engineer
Muzammil Nawaz Khan
Computer Engineering Graduate from NUST, specializing in AI, Machine Learning, and Computer Vision.
Research Interests
Artificial Intelligence
Deep learning architectures & neural network optimization
Computer Vision
Image processing & pattern recognition systems
Biomedical AI
Medical image segmentation & diagnostic systems
python
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# Neural Network Architectureclass AIModel: def __init__(self, layers): self.layers = layers self.optimizer = "adam" def forward(self, x): for layer in self.layers: x = layer(x) return x def train(self, data, epochs=100): for epoch in range(epochs): loss = self.compute_loss(data) self.backpropagate(loss) return self.metrics
