Posts

All the articles I've posted.

• Building a Corrective RAG workflow with LangGraph

  Published:Feb 29, 2024

  A deep dive into the process building a corrective RAG workflow using langgraph to handle scenarios where the documents retrieved from a vector database in a traditional RAG workflow are not relevant to answer a question.

• Deploy StableLM models on AWS Sagemaker Endpoints

  Published:Apr 30, 2023

  This blog post guides you through the process of deploying StableLM models on AWS Sagemaker Endpoints, including creating a custom inference script and setting up the endpoint.

• Building an Image Classifier Really Fast Using Fastai

  Published:Oct 28, 2022

  In this post, I demonstrate how to quickly build an image classifier using the fastai library, a powerful tool for practical deep learning. The project involves classifying images of fruit as either rotten or fresh.

• Coding K-Means Clustering using Python and NumPy

  Published:Sep 22, 2022

  This post details the process of coding the K-Means Clustering algorithm from scratch using Python and NumPy. It's a great exercise for understanding the mechanics of this fundamental machine learning algorithm.