Posts
All the articles I've posted.
An Overview of Multi Agent Frameworks: Autogen, CrewAI and LangGraph
Published: at 12:00 AMA brief look at the components of multi-agent frameworks and the current cutting edge options.
Building a Corrective RAG workflow with LangGraph
Published: at 12:00 AMA 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: at 12:00 AMThis 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: at 12:00 AMIn 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: at 12:00 AMThis 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.