Medium

Aayush Agrawal

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Data Science Collective

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Aayush Agrawal

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Feb 1

Using AI to Read Technical Research Papers

A practical guide to using local or paid LLMs to understand dense technical papers at your own pace.

Using AI to Read Technical Research Papers

Aayush Agrawal

·

Jan 25

Learning Claude Code — From Context Engineering to Multi-Agent Workflows

This post captures what I learned from the Udemy course “Claude Code Crash Course: Claude Code in a Day”.

Learning Claude Code — From Context Engineering to Multi-Agent Workflows

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Data Science Collective

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Aayush Agrawal

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Jan 2

Diversity in Recommendations using Personalized DPP (pDPP)

Part 3 of the diversity series: Why one-size-fits-all diversity doesn’t work, and how to personalize it per user.

Diversity in Recommendations using Personalized DPP (pDPP)

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Data Science Collective

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Aayush Agrawal

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Dec 29, 2025

Diversity in Recommendations — Determinantal Point Processes (DPP)

Part 2 of the diversity series: Moving from greedy MMR to principled probabilistic frameworks with DPPs

Diversity in Recommendations — Determinantal Point Processes (DPP)

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Data Science Collective

by

Aayush Agrawal

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Dec 26, 2025

Diversity in Recommendations — Maximal Marginal Relevance (MMR)

Beyond Accuracy: Using Maximal Marginal Relevance to create more diverse and engaging recommendations.

Diversity in Recommendations — Maximal Marginal Relevance (MMR)

Aayush Agrawal

·

Dec 14, 2025

Why You Should Write Technical Blogs (and How to Start)

A guide on why technical blogging is one of the best investments you can make in your career, along with practical tips to get started.

Why You Should Write Technical Blogs (and How to Start)

Aayush Agrawal

·

Dec 16, 2024

Meta MLE Interview Preparation Guide

A collection of resources while preparing for MLE interviews at Meta or other big tech companies.

Meta MLE Interview Preparation Guide

Aayush Agrawal

·

May 26, 2023

privateGPT walkthrough: Creating your own offline GPT Q&A system

A code walkthrough of privateGPT repo on how to build your own offline GPT Q&A system.

privateGPT walkthrough: Creating your own offline GPT Q&A system

In

Data Science + AI at Microsoft

by

Aayush Agrawal

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Jan 10, 2023

Model calibration for classification tasks using Python

A hands-on introduction to model calibration using Python

Model calibration for classification tasks using Python

Aayush Agrawal

·

Dec 27, 2022

Python OOPs fundamentals

An introduction to Object Oriented programming using Python

Python OOPs fundamentals

Aayush Agrawal

Aayush Agrawal

Machine learning engineer. Passionate about solving interesting problems with data. All views are my own unless you share them. More on aayushmnit.com

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