

I developed a small Kubernetes Metrics Exporter as part of a 5G Test Automation project. This tool is designed to support automated radio-level validation in 5G testing
github.comI developed a small 5G Log Analyzer for 5G base station generated Logs (C++, no dependencies) as part of a 5G Test Automation project
5G base station logs contain large amounts of operational and performance data that engineers use for troubleshooting, KPI monitoring, and network validation
This command-line tool analyzes standardized 5G BTS logs and extracts useful KPI summaries directly from raw log files.
It is intended for automated test environments and engineering workflows where fast, repeatable, and dependency-free log analysis is needed without relying on heavyweight proprietary tools
The tool is implemented in pure C++ using only standard libraries, making it lightweight, portable, and easy to integrate into CI pipelines, lab automation systems, or existing telecom test frameworks
It can be useful for 5G network operators, RAN engineers, RF and radio validation teams, QA engineers, telecom researchers, and system integration engineers working with 5G infrastructure and performance testing
Within a larger 5G Test Automation System, it acts as a modular building block for automated KPI extraction and operational analysis
This post is also meant to demonstrate the kind of internal engineering tools and automation scripts that telecom/software engineers eventually develop in real companies, so that students and fresh graduates can better understand and prepare for future industry work