Flower: A Friendly Federated AI Framework
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Updated
Aug 3, 2026 - Python
Flower: A Friendly Federated AI Framework
AI-powered predictive maintenance and fleet intelligence platform using explainable AI, Remaining Useful Life (RUL) estimation, failure risk analytics, and Streamlit dashboards for Industry 4.0 operations.
AlphaLoops FMCSA Carrier Data API — The carrier data layer for freight — FMCSA motor-carrier intelligence covering carrier profiles, authority & insurance history, VIN-level fleet data, roadside inspections, crashes, corporate connections, decision-maker contacts, and risk/watchlist monitoring.
Visual fleet-intelligence platform — camera/sensor ingest, Databricks-style lakehouse + dbt gold, OpenCV/ONNX defect detection with human review, and one activation contract into Redshift + Snowflake — local Docker Compose path with CI validate-only (no real cloud/GPU spend).
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