AAKSHAYinakshayetukurihashnodedev.hashnode.dev·Jul 4 · 6 min readPredicting Customer Churn Before It Happens: An End-to-End ML Project with SHAP ExplainabilityHow I built, explained, and deployed a churn prediction model — twice. The Problem Nobody Likes to Talk About Every subscription business has the same quiet fear: customers leaving without warning. In00
AAKSHAYinakshayetukurihashnodedev.hashnode.dev·Jul 4 · 4 min readFine-Tuning BERT to Classify Security Logs — And the 100% Accuracy Trap I Fell IntoThe idea Security teams deal with a constant stream of raw log lines — logins, file access, network connections, the occasional actual attack. Most of that triage still runs on hand-written regex rule00
