Blog Posts
| Title | Date | Description | Reading Time |
|---|---|---|---|
| Testing Data Pipelines | Sep 2, 2023 | A post on how to test data pipelines | 10 min |
| Storing secrets in JSON files | Aug 30, 2023 | a short post on showing how to use secrets in JSON files | 6 min |
| Change Data Capture with Debezium, Kafka, S3 | Aug 29, 2023 | Using Debezium capture data changes and stream it downstream to consumers. | 19 min |
| Building Data Pipeline - Part 4 - CI/CD | Jun 13, 2023 | Build CI/CD pipeline with Github actions | 5 min |
| Terraform - Attach IAM policies to a role | Jun 12, 2023 | A short post on how to attach policies to an IAM role within Terraform | 4 min |
| Building Data Pipelines - Part 3 - Terraform | Jun 11, 2023 | Manage AWS hosted web app with Terraform | 9 min |
| Building Data Pipelines - Part 2 - AWS Cloud | Jun 4, 2023 | A post on migrating the web app to AWS cloud | 10 min |
| Building Data Pipelines - Part 1 - Docker | Jun 3, 2023 | A short post on using docker to deploy lambda function locally | 4 min |
| Deploy Web Application with Docker | Jun 3, 2023 | A short guide on how to deploy a flask application using docker | 7 min |
| Getting started with Terraform | Jun 2, 2023 | An introductory post on getting started with Terraform in Mac and Ubuntu and spin up a docker nginx container | 7 min |
| Getting started with S3 using boto3 | Apr 27, 2023 | An introduction to S3 with boto3 AWS python SDK | 6 min |
| Setup Skim PDF reader with VimTeX in Mac OS | Feb 6, 2023 | A short post to setup Skim pdf reader with Vimtex plugin in Mac OS. | 4 min |
| Using json_normalize Pandas function | Sep 24, 2022 | A tutorial with examples on flattening JSON object using json_normalize pandas function | 15 min |
| Manage dotfiles with GNU Stow | Jan 9, 2022 | A guide to manage all the dotfiles. | 4 min |
| Setting up Kaggle on Linux/Mac | Sep 18, 2021 | A guide to setup Kaggle API on Linux/Mac. | 3 min |
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Projects
| Project | Description |
|---|---|
| Capture Change data using Debezium and Kafka | A data pipeline that looks for changes and streams it through Kafka downstream for analytics. |
| Grocery Unit Sale Predictor - a MLOPS project | An end-to-end ML project that designs and manages a ML model production workflow. |
| Autonomous driving framework - a DL project | An end-to-end autonomous driving neural network ML model using simpler CNN architecture. |
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