Research

Observational equivalence in epidemic spreading on networks

SIS/SIR dynamics under partial observation. Non-isomorphic networks producing indistinguishable spreading behaviour. Formalising equivalence classes and non-identifiability limits. Public health implications.

Modeling drug-resistant HIV dynamics in North-East India

Compartmental model using NACO state-level surveillance data. Monte-Carlo simulations over parameter uncertainty. Finding: national-level assumptions may structurally misrepresent NE India's epidemic patterns.

Quantum error-correcting codes under structured noise

Summer research at IISc ECE, Bengaluru. Python/Qiskit simulation framework. Analysed identifiability and reconstruction accuracy under structured noise models. Fellowship competitively awarded to top undergraduates across India.