Telco-AIX
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Various Telco AI Usecases & Experiments
Observability
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.
Projects
| Domain | Project | Focus Area |
|---|---|---|
| 💰 Revenue Management | RAFM | Revenue Assurance & Fraud Detection |
| 📊 Service Quality | Service Assurance | Latency & NPS 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 |
🥚 Easter Egg
DataSets & Trained Models Collection
Explore our curated models and datasets: Telco-AIX on HuggingFace
Team
| Role | Name | Region | |
|---|---|---|---|
| Maintainer | Alessandro Arrichiello | Profile | EMEA |
| Maintainer | Ali Bokhari | Profile | North America |
| Maintainer | Atul Deshpande | Profile | APAC |
| Program Manager | Arun Thomas | Profile | Texas |
| Business Development | Paul Lancaster | Profile | North America |
| Business Development | Sankar Panneerselvam | Profile | Texas |
| Founder | Fatih E. NAR | Profile | Texas |
Published Works
| Title | Platform | Link | Key Authors |
|---|---|---|---|
| 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 |
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