RAN Data & SOP Validation

I need a seasoned Radio Access Network expert to stress-test the solution my team is building in three key areas. First, you will comb through 35–45 existing datasets and feature columns drawn from 4G/5G CM, PM, KPI and call-trace sources. Your job is to confirm each field’s value for fault detection, highlight any RAN counters or critical signals we have missed, and flag redundant noise we can drop. Next, you will review the correlation logic that powers our automated root-cause analysis. I will share flow-charts, rule sets and a Bytelens sandbox. I want to know whether the way we link alarms, counters, interference metrics and topology really mirrors what happens on a live network and matches common troubleshooting practice in the field. Finally, you will turn the insights into an operator-friendly playbook. That means refining or drafting Standard Operating Procedures with clear resolution steps the NOC can follow, ranked by impact and effort. Where Bytelens already suggests an action, confirm or correct it; where it stays silent, add pragmatic guidance. Deliverables (checkpoint-based): • Gap report listing required, optional and redundant parameters. • Annotated critique of our RCA rules with recommended changes. • Consolidated SOP document/playbook ready to hand to ops. I will supply raw CSV extracts, schema docs and live access for validation. Precision, practicality and real-world relevance are the benchmarks for sign-off.

Project ID: 40425809