My favorite project! This tool is very handy for people that play Dark and Darker. It's a dungeon crawler game that doesn't show you the entire map, only the portion of the map you're currently on.

If you're a new player, it's hard to orient yourself and find where you're at in relation to the entire map. So, this tool helps with that.

It continuously scans your minimap and uses openCV feature matching to match where you are on the big map and places you there with a big ol' red square.

Use the options to set the maps overlay opacity, whether it should always show on top, and minimap scanning interval.

I worked very hard on optimizing CPU usage and I'm very happy with how it turned out.

Looking for a specific word used in a youtube video? Need to look up every time a creator said the word "Potato" in his lifetime? This tool allows you to do just that.

Enter the Youtube handle, enter number of videos to search through, and the search keyword. A list of videos will show with the word occurrences!

I created this tool for us that don't have all the time to watch Twitch streams. Have a favorite content creator but want to only watch a streams highlights? This tool allows you to do that.

The tool uses the channel's chat log to calculate spikes of messaging activity (z-scores). The idea being - if something exciting happened, people are sending more messages to chat about it.

The spikes are then displayed on a plotly graph beneath the vod. Click on a bar in the bar graph to skip to that timestamp in the VOD.

The chat is not available through Twitch API so it has to be sourced from a chat logging site and matched with the VOD id, start and end time, etc.

Demonstration of javascript's three.js library. Small game that creates a geomteric shape made of triangles (icosahedron).

Create a path from the starting triangle to the finish triangle to win!

Similar to the sphere game but more fleshed out with more features.

This time, let the computer do the hard work. Click on the find path button on the left and an A* pathfinding script will find the shortest path for you.

You can make it harder as well. Click on the triangles to turn them inaccessible - creating a path obstacle. The algorithm will find the shortest path around them.

There are additional options in the settings menu. Change the geometric shape, add more vertices, or increase the shape's radius.