AI-Atlas score
| Machine Learning | 43 |
|---|---|
| Computer Vision | 0 |
| Data Science | 21 |
| NLP & LLMs | 36 |
| AI Agents | 12 |
| MLOps | 6 |
Each node is one domain, scored only from evidence in these public repositories. Select one to see why.
Working projects that apply the domain competently.
19 public repositories → 4 with AI work, evaluated. The other 15 (repositories without AI code, forks and empty repositories) are not scored and have no effect on the result. How repositories are selected
Ordered by how much each project adds to the Atlas score, not by its own score. A project with evidence in several domains can rank above one with a slightly higher project score. Choose a domain to focus on the projects with meaningful evidence there.
90% of Atlas Score
Tiki Rehearsal Lounge is a self-hosted desktop application for vocal training that combines digital signal processing for pitch and vocal analysis with an offline AI vocal coach powered by a local LLM. It provides features such as calibration, warmup guidance, key-shifting, performance report cards, and progression tracking.
6% of Atlas Score
The repository is a Guild Wars 2 addon that compares player builds to reference builds from Snowcrows, accompanied by Python scripts for scraping and processing build data.
4% of Atlas Score
The mx5-dash repository implements a custom digital telemetry dashboard for the Mazda MX-5 Miata (ND2) using an ESP32-S3 and Waveshare display. It acquires OBD-II data via Bluetooth LE, processes and calculates metrics (including horsepower and 0-60 time), and displays them on a custom LVGL-based UI with multiple screens for driving and diagnostics.
Tiki Karaoke is a self-hosted karaoke party server that enables users to turn their TV and guests' smartphones into a karaoke lounge. It features a web-based stage display, guest songbook, and host control hub with real-time audio routing, CD+G graphics support, and a fair queue system.
