Identify blast-beats in songs using spectral analysis.
The idea was born at an Ulcerate concert in Barcelona, and later fleshed out during a summer retreat with @m-poh & @lmeullibre in the beautiful island of Saaremaa, Estonia 🇪🇪.
The project was presented in the 6th meetup of the Python Leiden user group![slides here]
I like this topic so much that I made a game about it.
It's a simulation game where your goal is to maximize profit & lifespan of your machine, with sensors & predictive analytics at your disposal.
Under the hood it uses MQTT for data streaming and a scikit-learn Support Vector Regression (SVR) model for remaining-useful-lifetime prediction.
Svelte-QR-MQTT PoC
2023
A Svelte app with in-browser QR code generation + interaction through a smartphone (using MQTT over websockets).
This one was fun. It started as a React app, but then we migrated it to Svelte over some beers in Warsaw 🇵🇱, where we met up with @m-poh & @lmeullibre to attend a Dying Fetus show.
Needless to say, we all walked out evangelized into Svelte from that trip.
Swarmagan
2023
"Swarm-assisted conversational vendor data aggregator" (fancy name for a RAG-powered chat app). It was our first time playing with LLMs and our entry for Junction Hackathon 2023 in Helsinki 🇫🇮.
Our team:
- @Steve389: Head of Data, AI and media.
- @ekeshi1: UI/UX Revolutionary Disrupter.
- @m-poh: Estonian Food and Beverage Import/Export Domain Expert.
- @linomp: Head of Indoor Logistics.
- @lmeullibre: Chairman of the Board.
(text credits: @lmeullibre)