All Posts

Oct 22, 2025

Building a basic RAG system using Ollama and ChromaDB

I build a basic RAG system using Ollama Qwen3-0.6B model

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Oct 14, 2025

Anatomy of an LLM

I dissect the anatomy of an LLM for my own understanding

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May 25, 2025

Classify retina images for diabetic retinopathy

Image Classification and analysis using pytorch lightning

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Feb 23, 2025

Softmax

Softmax implemenatation using numpy, pytorch and cuda

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Jan 22, 2025

Block Scheduling

Learn how to implement a dark mode toggle using React hooks and CSS variables

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