Research & Expertise
Mathematics is the foundation. Data is the material. AI is the engine.
Mathematical Modeling
Applied mathematics, optimization, statistical modeling and rigorous problem formulation.
Machine Learning
Predictive models, classification, regression, anomaly detection and model evaluation.
Time-Series Intelligence
Long-duration signals, forecasting, event detection and temporal pattern analysis.
Generative AI
LLM reasoning, evaluation methodology, benchmark design and AI failure analysis.