Pranjal's Blog

Jun 30, 20263 min read

What Exactly Is a Context Window (and Why It’s Limited)

In my recent time of working at Tata 1mg, I have had the experience of working on a lot of GenAi based use cases, one questions that always comes up - data bahut sara hai, context window khatam ho jay

Introduction to Sentence Transformers: Enhancing Sentence Embeddings for NLP
Dec 13, 20249 min read
Data Wrangling with AWS SageMaker: Simplifying Data Preprocessing for Machine Learning
Nov 26, 20245 min read
Automating MLOps with AWS: A Complete Guide to CI/CD with CodePipeline
Nov 14, 20245 min read
AWS CodeDeploy and Its Role in CI/CD for MLOps
Nov 6, 20244 min read

Utilizing AWS CodeBuild in CI/CD for MLOps Pipelines
In the next chapter of the CI/CD series for MLOps, we will look at AWS CodeBuild, a fully managed continuous integration service designed to simplify the build, test, and deployment phases in a CI/CD pipeline.This article explores how AWS CodeBuild c...
Nov 4, 20246 min read
Mastering Git and GitHub: A Comprehensive Guide
Detailed guide on git and github for understanding CI/CD for MLOps
Nov 2, 20246 min read
Beginner’s Guide to Docker and AWS ECR for MLOps
Discover how Docker and AWS ECR simplify machine learning pipelines for smooth deployment and scalability in MLOps.
Oct 24, 20244 min read
Building a Time-Based Movie Recommendation System with BERT4Rec
Discover how BERT4Rec Leverages Transformer Models for Personalized Movie Recommendations
Oct 11, 20246 min read
Enhancing Recommendations with Neural Collaborative Filtering
Introduction to Recommender Systems Ever wondered how Netflix always seems to know you better than your own friends? Or how Amazon recommends that one weird gadget you didn’t know you needed? Welcome to the world of recommender systems, the tech equi...
Aug 27, 202413 min read
AdaGrad Algorithm
Understanding Adagrad Optimization Algorithm and writing simple Python code to implement and visualize it.
Feb 1, 20243 min read

Pranjal's Blog

Latest articles

What Exactly Is a Context Window (and Why It’s Limited)

Introduction to Sentence Transformers: Enhancing Sentence Embeddings for NLP

Data Wrangling with AWS SageMaker: Simplifying Data Preprocessing for Machine Learning

Automating MLOps with AWS: A Complete Guide to CI/CD with CodePipeline

AWS CodeDeploy and Its Role in CI/CD for MLOps

Utilizing AWS CodeBuild in CI/CD for MLOps Pipelines

Mastering Git and GitHub: A Comprehensive Guide

Beginner’s Guide to Docker and AWS ECR for MLOps

Building a Time-Based Movie Recommendation System with BERT4Rec

Enhancing Recommendations with Neural Collaborative Filtering

AdaGrad Algorithm