Multi-Vendor Knowledge and Experiences
✓ Ericsson, Nokia, Huawei, and ZTE
✓ Network design expertise for IoT and 5G Network
Machine-Assisted Automatic Optimization Framework
✓ Analytic Benchmarking
✓ ML (RL) based Closed Loop Optimization
✓ Small cell design using Geolocation algorithm
Development of Machine Learning and AI
✓ Research on AI to solve optimization problems
✓ Image classification for fault detection