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AI concepts, built up from nothing. No maths degree required. My current series takes RAG apart piece by piece, from embeddings to rerankers.
AI Consultant at Kreston Menon. MSc from University of Birmingham. I build intelligent systems, write about machine learning, and turn complex data into real impact.
New on YouTube RAG, from the ground up ↗AI concepts, built up from nothing. No maths degree required. My current series takes RAG apart piece by piece, from embeddings to rerankers.
Courses and programs I've completed across AI, LLMs, agents, and software engineering — from Hugging Face, Anthropic, Microsoft, IBM and more.
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