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Manish Chavan

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Writing

Notes on system design and applied AI, published on Hashnode.

  • Servers, Cloud, Edge, and Serverless

    The spectrum of deployment models, from traditional servers through cloud, edge and serverless, and how to pick one for a given workload.

    Artificial Intelligence

  • Decoding AI Jargon

    Ten terms that show up constantly in AI discussion, explained without assuming a machine learning background.

    Artificial Intelligence

  • A Beginner's System Design Guide

    What changes once an application has traffic: the fundamentals of designing web systems that hold up under load.

    System Design

Publications

  • Facial Expression Recognition on Mobile Devices

    International Research Journal of Engineering and Technology (IRJET), 2021

    Facial expression recognition using CNN and ResNet architectures, optimised for mobile deployment against the accuracy versus efficiency trade-off.