Telco-AIX

Telco-AIX

Various Telco AI Usecases & Experiments

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Telco-AIX is a collaborative experimental workspace focusing on data-driven decision-making through open-source AI capabilities and open datasets. It covers various domains such as revenue management, service quality, network operations, sustainability, security, smart infrastructure, IoT security, advanced AI, customer experience, anomaly detection, connectivity, network operations, IT management, and agentic Telco-AI. The repository provides models, datasets, and published works related to telecommunications AI applications.

README:

Telco AI eXperiments (Telco-AIX)

Welcome to the Telco-AIX collaborative experimental workspace –> where we explore data-driven decision-making through open-source AI capabilities and open datasets.

Experiments

Domain Project Focus Area
💰 Revenue Management RAFM Revenue Assurance & Fraud Detection
📊 Service Quality Service Assurance
Churn Prediction
Latency & NPS Predictions & Churn Predictions
🌐 Network Operations 5G Network Ops Fault Predictions
🌿 Sustainability Energy Efficiency Green Telecom Initiatives
🔒 Security SecOps-AI Networking Security
⚡ Smart Infrastructure AI Powered SmartGrid Grid Optimization
🛡️ IoT Security IoT Perimeter Security Perimeter Security
🤖 Advanced AI 5G CNF RCA with LLM Root Cause Analysis
💬 Customer Experience CRM Voice App Intelligent Customer Interactions
🔍 Anomaly Detection RootCause Analysis Model Chaining & RAG
🛰️ Connectivity Starlink QoE Satellite ISP Experience
🖥️ Network Operations NoC AI Augmentation OSS Optimization
🎩 IT Management ITSM Automation Intelligent Service Management
🤖 Agentic Telco-AI Agentic Framework
Autonomous 5G Network
Agentic Telco

🥚 Easter Egg

DataSets & Trained Models Collection

Explore our curated models and datasets: Telco-AIX on HuggingFace

Published Works

Title Platform Link Key Authors
The AI Engine Medium Read Article Tushar Katarki, Fatih E. Nar, William Caban
Lessons Learned from a Telco MCP BackEnd Experiments Medium Read Article Ian Hood, Robert Shaw, Fatih E. Nar
Satisfaction is All You Need! Medium Read Article Fatih E. Nar, Ian Hood, Ranny Haiby et al.
Artificially Intelligent Platform Interface (AI-PI) Medium Read Article Fatih E. Nar, Ian Hood, Shujaur Mufti et al.
TrueAI4Telco Medium Read Article Azhar Sayeed, Fatih E. NAR et al.
AI Accelerators' Performance vs Sustainability Medium Read Article Fatih E. NAR
Avoid AI Blindness Medium Read Article Arun Thomas, Fatih E. NAR
AI for Network Scalability YouTube Watch Interview Fatih E. NAR
Integrating Gen AI in Networks Vimeo Watch Panel Fatih E. NAR
GenAI in Telcos Fierce Network Read Article Vinodhkumar Raghunathan, Fatih E. NAR
BERT Model Training Red Hat Developers Read Article Alessandro Arrichiello
ITSM Automation Red Hat Developers Read Article Alessandro Arrichiello

🌟 Join Our AI Revolution in Telecommunications!

Interested in cutting-edge AI applications for telecom? Reach out, collaborate, and help shape the future of intelligent networking.

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