Project Description
I need a small tool that can look at live or historical rounds from a typical Crash-style game and predict whether the next round will land on the green or red colour. I am not tied to any particular language or framework, so feel free to choose whatever stack lets you tap the data source quickly and build an algorithm that improves as more rounds are observed.
All I want on my side is a simple interface—command-line, lightweight webpage, or even a desktop window—where I see the last few rounds, your predicted colour for the upcoming one, and a confidence score. If you prefer, the prediction can simply be printed to the console; slick visuals are not a priority, accuracy and speed are.
Please include:
• A brief description of the logic or model you use (statistical analysis, machine learning, pattern recognition, etc.)
• Well-commented source code and instructions so I can run it on my own machine without extra licences
• A quick read-me that explains how to connect to the data feed or swap it out should the game’s endpoint change
I will test by running the program live for several rounds. If the tool connects smoothly and produces predictions in real time, I’ll consider the job complete.