KAVRIQ

Library

Reading & References

Materials from my desk that shape how I think about AI, machine learning, infrastructure, and system design.

Currently Exploring

  • Book

    An Introduction to Statistical Learning: with Applications in Python

    Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani, and Jonathan Taylor

    Building a more rigorous statistical foundation for machine learning work.

  • Certification / External

    IIT Bombay Certificate in Agentic AI for Working Professionals

    IIT Bombay / Great Learning

    A structured way to test and strengthen my understanding of agentic systems.

Reading Shelf

Books, courses, and references I have studied, selectively studied, or return to while working.

Software Engineering

  • Book

    Studied

    Head First Design Patterns

    Eric Freeman, Elisabeth Robson, Bert Bates, and Kathy Sierra

  • Book

    Reference

    Design Patterns: Elements of Reusable Object-Oriented Software

    Erich Gamma, Richard Helm, Ralph Johnson, and John Vlissides

  • Book

    Studied

    System Design Interview: An Insider's Guide

    Alex Xu / ByteByteGo

  • Book

    Studied

    System Design Interview: An Insider's Guide, Volume 2

    Alex Xu / ByteByteGo

AI & Machine Learning

Mathematics

Systems & Infrastructure