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Blog

Articles, tutorials, and things I learned today.

Mar 28, 202613 min read
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Quantization - Making Giant AI Models Fit in the Real World

Hands-on Quantization by hand and numpy with detailed explanation.

LLMQuantizationMath
Feb 23, 20266 min read
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Human In The Loop with LangChain and SQL tools

Hands-on how human-in-the-loop work behind the scene in long and complex workflows.

LLMLangChainHumanInTheLoop
Feb 3, 202621 min read
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πŸ”₯ Microservices Interview Questions for AI / ML Engineers

A practical deep dive into designing microservices for AI and ML systems, focusing on real-world challenges like latency, scaling, fault tolerance, and system reliability. Written from a distributed systems perspective, not MLOps or model training.

AIMLOpsMicroservices
Series
Apr 1, 20264 min read
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IBM AI Engineering

A comprehensive guide to building Machine learning, Generative AI models

Series
Apr 1, 20264 min read
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Python Tutorials

A comprehensive guide to learning Python programming from scratch

PythonBasicsGetting StartedVariablesData TypesOperatorsControl FlowConditionalsLoopsData StructuresListsDictionariesTuplesFunctionsProgramming BasicsAdvancedModulesPackagesOOPInheritancePolymorphismEncapsulationDunder MethodsError HandlingExceptions