marcosan93/ai-matchmaker

Matchmaking dating profiles using Unsupervised Machine Learning and NLP. Medium articles in readme detail the process step-by-step.

AI Matchmaker

Utilizing AI and Machine Learning to match dating profiles with one another

My Medium Page

Medium Articles Detailing the Process

Original Concept and Idea

• Applying Machine Learning to Find Love

Data Gathering and Generation

• Generating Fake Dating Profiles for Data Science

NLP Data Exploration and Analysis

• Using NLP Machine Learning on Dating Profiles

Final Clustering Algorithm and Development

• Dating Algorithms using Machine Learning and AI

Sorting the Clustered Groups

• Sorting Dating Profiles with Machine Learning and Python

Adding New Data to the Clusters

• How a Dating App Handles New Profiles (Part 1)

• How a Dating App Handles New Profiles (Part 2)

Using Streamlit to Display the App

• How to Use Streamlit to Create Web Applications

Deploying the Streamlit App with AWS

• Creating a Website to Host your Python Web Application

Using Class to Add/Format a New Profile

• Enhance your Python Project Code with Classes