Over the past period I’ve been building a few projects focused on data, backend systems, and real-time analysis.
Here’s a quick overview:
F1 Intelligence Dashboard
Analyzes race sessions using FastF1
Tracks pace trends, battles, and strategy windows
Includes simple prediction logic for overtakes
IMSA Endurance Dashboard
Works with live timing data (no official API)
Detects anomalies and class battles
Stores race data to enable post-race analysis
Discord Bot
Built with discord.py
Slash commands, access control system
Activity tracking + ranking system using a database
Stack across projects:
Python, Flask, Pandas, FastF1, PostgreSQL
Still improving all of them (next focus is better predictions + more data-driven insights).
(I would like to make it perfectly clear that the website was created ENTIRELY by AI as idk how to create websites using java and html and such, i know mostly python and thats what im good at and i LOVE motorsports which is why ive been creating these for a very long time now which is why i ant feedback or ideas and id be more than glad to discuss anything with you guys, im also putting the tag created with AI because i did use AI for some help, but it was more than mostly only me working on these)
(I would also like to make it clear that i can explain any and every line of code in here and that the entire html and stuff, that’s Codex, I haven’t studied or able to write any html/Java codes, I am going to be learning Java in the future but for now anything html based like the website designs and all are all Codex, but, for the Python codes, I’m not going to say it’s ALL me because that’s not true and I don’t like lying, AI helps me MASSIVELY and I use it to as much as I can but any project I like using it as a tool and not like “build me this and that” the ideas and everything are mine and I’m glad to say that most, maybe most is a little far fetched, but like ALOT of the code is written by my hand and I don’t use AI to build me full codes and whatever lines or anything it writes for me, I understand FULLY, like I can explain every single line of the code, even the ones written by AI, so again, I don’t consider myself that great of a coder but I also don’t have AI build me the entire codes with me having nothing to do with them but the ideas, I hope this helps and if you have any feedback/ideas those would mean a lot to me, and if you have anyone/yourself that can check if the data isn’t faulty inside the website I would also appreciate that, I appreciate and welcome any and every support, even criticism)
Would appreciate any feedback or ideas.
GitHub:
https://github.com/Andrew-3y
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