Ingest Spotify listens data from Spotify's API, and ingest data to an AWS RDS Postgres Database. Airflow is used for orchestration and is deployed on EC2 compute.
A Serverless ETL Pipelines to transform data on S3 PUT and load to Staging area. It is built for scalability with SQS and SNS to manage queues.
An API that predicts the nature of toxicity of a sentence with multi-label prediction. The nature of toxicity that can be detected are: Toxic, Severe Toxic, Obscene, Threat, Insult, Identity Hate. The API can return more than a single label (multi-labeled) and the word Not-Toxic if the text isn't toxic.
This project is a webapp and API that anonymizes naming entities in text.
This is a python package for Exploratory Data Analysis on Text Data.
Some written articles and blog posts
Why do we have and use different machine learning metrics??
Understanding how the log loss metric works and coding it from scratch
Exploratory Data Analysis (EDA) on how being a Metro or Non-Metro county affects the Socioeconomics of the county.