Official website for Dr. TMA Pai Endowment Chair - ITIS.
This website showcases our open documentation in the field of Information Technology and Intelligent Systems.
We are committed to advancing knowledge and innovation in technology and education.
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The Diversification of AI Hardware: Beyond NVIDIA's Dominance
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Apple's Metal Ecosystem for Machine Learning: Beyond MLX
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Apple MLX: A Complete Guide to Machine Learning on Apple Silicon
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Voice and Audio AI Models: Architecture, Training, and Deployment
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AMD ROCm for Machine Learning: The Alternative GPU Ecosystem
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How Coding Agents Work: Inside the Agentic Loop
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Edge AI Deployment: Running Models on Constrained Devices
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Mixture of Experts: Sparse Computation for Efficient LLMs
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RLHF and Preference Tuning: Aligning LLMs with Human Values
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Small Language Models: When Less is More
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NVIDIA TensorRT and Triton: Production LLM Inference
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The Complete Hugging Face Ecosystem Guide
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Advanced Techniques for Local AI Inferencing
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Fine-Tuning LLMs: A Practical Guide to Tools, Techniques, and Best Practices
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Vision Language Models: Architecture, Inference, and Practical Deployment
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Understanding GPUs and Parallel Computing
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Modern Generative AI Guide
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HPC Guide