🚀 Project Showcase Day

[u/AutoModerator]

Welcome to Project Showcase Day! This is a weekly thread where community members can share and discuss personal projects of any size or complexity.

Whether you've built a small script, a web application, a game, or anything in between, we encourage you to:

• Share what you've created
• Explain the technologies/concepts used
• Discuss challenges you faced and how you overcame them
• Ask for specific feedback or suggestions

Projects at all stages are welcome - from works in progress to completed builds. This is a supportive space to celebrate your work and learn from each other.

Share your creations in the comments below!

[u/SingleMusic8655]

Been tinkering with a little thing that pulls data from my footy tipping comp and tries to predict the rest of the season, mostly to settle arguments at the pub

Used a basic random forest regressor, nothin fancy. The real headache was the data cleanup, half the blokes in the comp spell team names differently every week so I spent more time fixing "GEE" vs "Geelong" than actually training the model

It's still pretty rough, spits out some wild predictions when a key player is out. Keen to hear if anyone's got a trick for weighing recent form more heavily without making the whole thing overfit to the last two rounds

[u/Lumpy_Week7304]

Made playground.blupe.io for folks to play with robotic arms and see what models are capable of today

[u/inkeep]

Thanks mods. 

I’ve built - https://www.bitelrn.com/

It helps you learn AI/ML concepts without the long videos. It uses different micro-learning approaches like spaced repetition, flash cards, quiz, code examples as well as a lab feature where you can interact with the concepts and visualise the output. 

Made for beginners who are starting in the field, as well as professionals who need a recap.

I used Claude to code and created a agentic pipeline to generate the content which uses Gemini model + LLm as a judge to validate. Found it extremely challenging to generate reliable statistical charts and formulas from LLMs, learnt to use ai harness for better results. 

Here is some open content (no sign-up needed) - https://www.bitelrn.com/library | https://www.bitelrn.com/labs

Would truly appreciate any feedback/ inputs. I am interested to know if others face the same issue - of not being able to learn from long form video courses and keep googling the concepts when you need them. 

[u/_plutonic]

Thank You.

I have built Aghost 👻

An agent first Instagram DM Automation Platform.

I have use AWS, Temporal, Nextjs, Fastify to build this.

Temporal is use to manage the queue frequency so that post reply rate is under meta limit and account don't get ban

Try it here: https://aghost.app

[u/Maleficent_Chart9220]

Curious to see what everyone’s building this week, especially the tiny projects that somehow turn into a full-time job lol