Resume

Researching distributed AI systems and novel neural architectures for continual learning. Investigating catastrophic forgetting under federated settings, gradient-based similarity metrics for client clustering, and scalable aggregation strategies for heterogeneous data distributions.

Applying numerical methods to simulate spin decoherence in quantum systems. Modeling time-evolution of spin states under environmental coupling using computational techniques drawn from quantum information and many-body physics.

Numerical Methods  ·  Quantum Physics  ·  Quantum Machine Learning  ·  Quantitative Finance  ·  Electromagnetism  ·  Embedded Systems