Custom Search app using Yelp Data and NLP and deployed to AWS EKS (via Codepipeline) - Part 1While 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...Feb 12, 2021 · 2 min readcloudy.achakladar.com
Four Ways to deploy your Lambda Function from local to AWS - Serverless, SAM, Docker & TerraformIn 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...Jan 14, 2021 · 1 min readcloudy.achakladar.com
A Movie Recommender Engine using K-Means and Collaborative Filtering & Deployed to KubernetesThis 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...Dec 27, 2020 · 20 min readcloudy.achakladar.com