A Cloudy Blog on the Cloud

Custom Search app using Yelp Data and NLP and deployed to AWS EKS (via Codepipeline) - Part 1

Feb 12, 20212 min read

While learning some Machine learning, I came up with this idea to better the search on Yelp based on those tons of reviews which get entered everyday on Yelp. This app really helped me learn the ML concepts and understand the complexities of deployin...

Four Ways to deploy your Lambda Function from local to AWS - Serverless, SAM, Docker & Terraform

Jan 14, 20211 min read

In this post I try to explain what I learnt about the various ways to deploy Lambda functions. Hopefully this will help someone else who is starting to learn the wonderful Lambda functions. On a high level these are the ways which I will go through h...

A Movie Recommender Engine using K-Means and Collaborative Filtering & Deployed to Kubernetes

Dec 27, 202020 min read

This post describes about how I built a Movie recommender system (similar to Netflix). I built this system in response to the Cloud Challenge from Acloudguru (Here). But then I thought why not have an end to end implementation of the system along wit...