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I am Prateek; who is Machine Learning, Deep Learning and Programming enthusiast. This is my personal webpage to keep all my blog posts, articles and other works in a single place. Hope you like my work and find it valuable.

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Let’s Test if Task Conditioning Makes Certain Layers Redundant

Let’s Test if Task Conditioning Makes Certain Layers Redundant

Do LLMs Perform Better When They Know the Task?

Do LLMs Perform Better When They Know the Task?

How Palmistry Made Me Rethink Multimodal LLMs

How Palmistry Made Me Rethink Multimodal LLMs

Let’s Build a Miniature Version of Google’s NotebookLM

Let’s Build a Miniature Version of Google’s NotebookLM

Let’s build the Retrieval part of the RAG!

Let’s build the Retrieval part of the RAG!

Learn Tokenisation Before Jumping to Embeddings

Learn Tokenisation Before Jumping to Embeddings

Learn Embeddings Before Jumping to RAG!

Learn Embeddings Before Jumping to RAG!

From Feature Idea to Experiment: How Data Scientists Should Think About Product Changes

From Feature Idea to Experiment: How Data Scientists Should Think About Product Changes

Introduction to Large Language Models

Introduction to Large Language Models

Non-Inferiority Hypothesis Test

Non-Inferiority Hypothesis Test

Stuck in Limbo

Stuck in Limbo

Ghost Crab

Ghost Crab

Beehive!

Beehive!

Concept Arts for Games or Movies — Part 1

Concept Arts for Games or Movies — Part 1

Silent Auction

Silent Auction

Learn to implement Edit Distance from Scratch

Learn to implement Edit Distance from Scratch

A New Way to BOW Analysis & Feature Engineering Part2

A New Way to BOW Analysis & Feature Engineering Part2

Peach, is it even a good theme?

Peach, is it even a good theme?

A New Way to BOW Analysis & Feature Engineering Part1

A New Way to BOW Analysis & Feature Engineering Part1

A Walk through hell!!

A Walk through hell!!

A Workaholic Ant!!

A Workaholic Ant!!

Little red riding hood and an Owl

Little red riding hood and an Owl

Introduction To Dynamic Programming

Introduction To Dynamic Programming

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