Projects

Technical work in network architecture, analytics, and automation.

⭐ Featured

Voice Quality Analyzer & Diagnostic Tool

Developed telco-grade RTP stream analyzer with MOS and R-Factor calculations based on ITU-T G.107 E-model, featuring machine learning classifications and full-stack web interface deployed via Docker containers.

AI & Machine Learning Full-Stack Web ITU-T G.107 Docker

⭐ Featured

5G KPI Anomaly Detection System

Created multi-dimensional 5G Core KPI analysis tool following latest 3GPP releases, incorporating events, alarms, and configuration data correlation for real-time network degradation detection.

5G Core KPI Analysis 3GPP Anomaly Detection

⭐ Featured

V2X Communication QoS Predictor

Built advanced machine learning models using XGBoost and Neural Networks for sidelink and cellular QoS prediction in connected mobility scenarios, achieving industry-leading accuracy in vehicular communication.

V2X Machine Learning XGBoost Neural Networks QoS Prediction

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