Innovative solutions in telecommunications network optimization, machine learning, and customer experience enhancement
My patents focus on solving complex problems in network optimization, capacity planning, and customer experience
Advanced algorithms for telecommunications network performance improvement and capacity planning
ML-driven solutions for predictive analytics, anomaly detection, and automated decision making
Systems for measuring, analyzing, and enhancing telecommunications customer experience
Systems and methods to identify whether user traffic is generated indoors or outdoors for applications including capacity planning, product offerings, and competitive analysis.
Machine learning model that recommends top capacity solutions for deployment at specific locations using clustering techniques and historical performance data.
Advanced methods for generating demand density maps that depict network traffic usage patterns at building level for optimized capacity planning.
Enhanced mapping system that merges vehicular traffic congestion with network traffic congestion to present optimized routes with maximum network coverage.
Comprehensive system for identifying hotspots, evaluating in-building coverage, and selecting optimum locations for capacity improvement solutions.
ML-driven system using historical capacity gain solutions to train models for recommending top network performance improvement solutions.
Advanced anomaly detection system for cell sites and customers to enhance capacity planning and identify abnormal behavior patterns.
Standardized composite gain metric system for computing weighted gain and offload index values to rank network improvement solutions.
Intelligent system for understanding roadway network congestion patterns and providing optimized routing for maximum network coverage during travel.
Machine learning system for monitoring performance and allocating resources to improve wireless telecommunications network performance across multiple suppliers.
Currently pending applications representing the latest innovations
These patents represent significant contributions to telecommunications technology and customer experience
Advanced algorithms for optimizing network capacity and reducing congestion, leading to improved customer experience and operational efficiency.
Pioneering the use of ML in telecommunications for predictive analytics, anomaly detection, and automated solution recommendation.
Focus on understanding and improving customer experience through data-driven insights and intelligent network management.