Work

Real-time IoT air quality forecasting platform with ML-powered predictions — sensor networks, time-series models, and live dashboards for indoor environments.

• IoT
• Machine Learning
• Sensor Networks
• Real-time

Sionna-based differentiable ray tracing platform for wireless network digital twin modelling — antenna placement optimisation and link adaptation in site-specific scenarios.

• Digital Twins
• Ray Tracing
• Sionna
• 5G/6G

Deep Q-learning scheduler for mobile edge computing — resource allocation and load balancing for parallel user requests in heterogeneous MEC environments.

• Deep Reinforcement Learning
• Mobile Edge Computing
• Resource Allocation