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Reproducible Experiment Tracking with MLflow and UV
How to make MLflow experiment tracking reproducible by pairing runs, metrics, model artefacts, signatures, and registry versions with a UV lockfile.
7 min read -
SIM-Swap Fraud Risk Engine: A Short MVP for Transaction Risk Review
A short MVP for telco-aware transaction risk scoring, built around SIM-swap signals, device trust, payment monitoring, security review, and backtesting.
6 min read -
Designing Data-Intensive Applications, Honestly Reviewed
An honest review of Designing Data-Intensive Applications: what still matters for data pipelines, ML systems, databases, distributed systems, and production design.
6 min read