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Thoughts

August 16th, 2025

The Duality of Vector Space: Sparse vs. Dense

A deep dive into the fundamental differences between sparse and dense vector representations in machine learning and their implications for recommender systems.

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August 16th, 2025

Optimizing Deep Learning Models for Edge Deployment: A 35x Size Reduction Journey

How I reduced a 90MB Siamese face recognition model to under 5MB while maintaining performance and achieving sub-100ms inference times.

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May 22nd, 2025

AI and the Creative Spirit: A Dance of Collaboration

AI isn't the death of creativity—it's a renaissance in disguise.

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August 28th, 2024

Nexus: The Future of Modular AI Intelligence

A breakthrough in Mixture of Experts that promises to revolutionize how we build and adapt AI systems...

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