4 papers
Automated Hardware Validation Test Plan Generation for Large Scale AI Datacenter Platforms Using a Generative AI Multi-Agents Architecture
Mohammed-Khalil Ghali, Saurabh Kulkarni, Prathamesh Kulkarni +3
Large-scale AI datacenter platforms comprise thousands of heterogeneous hardware components whose validation requires comprehensive fault injection test plans. Today these plans ar…
Optimizing Hospital Capacity During Pandemics: A Dual-Component Framework for Strategic Patient Relocation
Sadaf Tabatabaee, Hicham El Baz, Mohammed Khalil Ghali +1
The COVID-19 pandemic has placed immense strain on hospital systems worldwide, leading to critical capacity challenges. This research proposes a two-part framework to optimize hosp…
Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News
Mohammed-Khalil Ghali, Cecil Pang, Oscar Molina +2
Accurate forecasting of commodity price spikes is vital for countries with limited economic buffers, where sudden increases can strain national budgets, disrupt import-reliant sect…
BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor
Mohammed-Khalil Ghali, Abdelrahman Farrag, Sarah Lam +1
Thematic analysis of social media posts provides a major understanding of public discourse, yet traditional methods often struggle to capture the complexity and nuance of unstructu…