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MLOps Pipeline and Guide

Template repository with a complete MLOps cycle: versioning data with dvc, generating reports on pull requests and deploying the model on releases

2021
Python
Machine Learning
DVC

Lero-Lero Generator

Tweet generator made with a LSTM neural network fed with scraped tweets

2021
Python
Machine Learning
Web Scraping

Yelp Heatmap

Demosntrates how Apache Spark can be used to manipulate data, with an end goal of generating a heatmap based on the reviews of users.

2019
API
Spark
SQL

CNNs for Image Upscaling Article

Article and Implementation of a simple CNN with the objective of demonstrating how these neural networks can be used for image upscaling

2020
Machine Learning
TensorFlow

FaceSwap with OpenCV2

Using OpenCV and dlib to swap the faces of two people

2020
OpenCV
Machine Learning
Computer Vision

Script Web Server on AWS

Boto3 script that creates a web server enviroment with MongoDB, Node and autoscaling LoadBalancer instances.

2019
AWS

ML with Spark

Some Machine Learning models and implementations using the Spark framework

2021
Python
Machine Learning
Spark

NBA Pass Network

Scraping the NBA website to create a network of passes between players

2019
SQL
Web Scraping

GridFighter

3D Turn Based Combat game made with Unity

2020
C#
Unity3D
Game

NightScout AlarmClock

Bedside alarm clock project that displays blood glucose using Nightscout API

2019
C
API
Embeded System

PHP Compiler

Simple PHP compiler and interpreter made with Python

2020
Python

Url Shortener

Simple URL Shortener build with Node,js , Vue and MongoDB

2020
JavaScript
MongoDB
Node.js