Cem Kaya
Solution Architect & Data Scientist
15+ years of telecommunications expertise, specializing in AI/ML-driven network optimization and predictive analytics for 5G/4G Core networks. I design scalable cloud-native solutions, lead complex migrations, and transform complex telecom data into actionable business intelligence.
Building the backbone of modern telecommunications
Solution Architect and Data Scientist with 15+ years of telecommunications expertise, specializing in AI/ML-driven network optimization and predictive analytics for 5G/4G Core networks. Proven track record of architecting scalable cloud-native solutions for major telecom operators. Expert in transforming complex telecom data into actionable business intelligence while leading cross-functional teams to deliver enterprise-grade solutions that improve network performance and reduce operational costs.
5G Core
AMF, SMF, UPF, PCF design and deployment
IMS / VoLTE
CSCF, TAS, SBC, HSS architecture
Data & ML
Python, SQL analytics & ML pipelines
Documentation
HLD, LLD, ISD, ATP technical writing
Skills & Technologies
Deep knowledge across network functions, protocols, standards, and programming tools.
AI/ML & Data Science
Cloud & Architecture
Telecommunications
Development & Tools
Languages
Featured Projects
A selection of technical projects spanning network architecture, analytics, and automation.
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.
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.
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.
From the Blog
Thoughts on telecom engineering, 5G, and data analytics.
An introduction to this blog and what you can expect — deep dives into 5G Core architecture, IMS design patterns, protocol analysis, and the intersection of telecom with data engineering....
Have a project in mind?
Whether you need network architecture consultation, technical documentation, or a data analytics solution — I'd love to talk.