Projects

NBA ELT Pipeline

An NBA Project with multiple components such as a Data Pipeline, a REST API, and a Frontend Dashboard to present various metrics, insights, and fan sentiment on the current NBA Season

Frontend

Web Dashboard

Python

Ingestion Script

dbt

Data Transformations

Terraform

AWS Infrastructure

ML Pipeline

Workflow to create Win Predictions

Step Functions

Pipeline Orchestration

Airflow

Pipeline Orchestration (Proof of Concept)

REST API

A REST API Project written w/ FastAPI & hosted over an AWS Lambda Function URL that publicly exposes Data created from the NBA ELT Pipeline Project

REST API

API Code

Terraform

AWS Infrastructure

Personal Website

A static Web App that's hosted on S3, served over HTTPS using AWS Cloudfront, and connected to a custom domain (https://jyablonski.dev) via Route 53 for DNS management.

Server Code

Frozen Flask to Build Static Website

Terraform

AWS Infrastructure

GitHub Actions

Deploy Pipeline to Push Static Files to S3

Doqs

An internal documentation site for the NBA ELT Project, written in Astro Starlight

GraphQL API (Deprecated)

A Public read-only GraphQL API that exposes Production Data created from the NBA ELT Pipeline Project.
This project was deprecated in August 2022 and has been replaced by the REST API.

GraphQL

API Code

Terraform

AWS Infrastructure

Twitch.tv Streaming (Deprecated)

A local-hosted Kafka Project via docker compose to simulate a real time streaming data solution. It continuously streams live twitch streamer + viewership data from the live-feed Twitch Helix API, sends it to a Kafka Topic, and then stores it into SQL every 60 seconds in microbatches to enable a BI Layer hosted in Metabase.

Kafka

Docker-Compose Setup

Metabase

BI Dashboard Layer hosted on Heroku

Terraform

AWS Infrastructure