Quantum computing mapped to concrete operational constraints.
Researching and implementing post-quantum cryptographic security, side-channel vulnerability assessment, hybrid QML diagnostics, and classical-quantum simulation interfaces.
I trained as a physicist at IISER Pune and built my MS research around QKD resource allocation for optical data-center networks at IIT Indore.
My current work sits where quantum theory has to survive operational constraints: PQC transition planning, side-channel vulnerability assessment, QML systems, and literature-grounded algorithm evaluation for infrastructure use cases.
Selected technical work across quantum ML, secure networking, post-quantum migration, and research communication.
Hybrid SchNet + VQC framework across a 6,351-entry materials dataset; R┬▓ Γëê 0.782, MAE = 0.439 eV post MLOps diagnostics.
Realistic-Constraints SimulationBB84-oriented simulation of QBER, key-rate behavior, and network-level allocation trade-offs for quantum-secured optical data-center networks.
Offensive SecurityPublic-facing research and assessment around ML-KEM/Kyber evaluation assumptions, benchmarking design, and near-term quantum-method guardrails. Vulnerability of ML-KEM when exposed to SCA and potential use of QML in broadening that gap.
MigrationTransition and inventory frameworks for deployment scenarios using NIST PQC standards, CBOM-style discovery, and phased migration logic.
InfrastructureInfrastructure-facing algorithm evaluation across optimization, forecasting, and fault-detection tasks.
Quantum LiteracyQuantum workforce training pathways, curriculum design, and workforce development strategy for the emerging quantum sector.
SME: Platform QAEducational quantum writing, technical explainers, source-grounded claim checking, and hype reduction before publication.
Many-Body PhysicsC++ Lanczos exact diagonalization for transverse-field Ising chains, tracking concurrence behavior near a finite-size quantum critical point.
Dressed Quantum CircuitHybrid transfer-learning prototype for aluminum weld defect classification using CNN features and variational quantum layers.
Internal UI component library built entirely with vanilla CSS and semantic HTML, ensuring zero-dependency integration and absolute visual control for specialized quantum physics dashboards.
Centralized operational dashboard tracking migration readiness, network latency metrics, and workforce competency scores in a high-density tabular format.
Internal tooling for rapidly ingesting academic papers and extracting structural parameters for VQE and QSVM simulation pipelines.
Mapping core theoretical quantum frameworks to concrete operational constraints on classical infrastructure.
BB84 & ECC optimization for optical data-center networks under traffic and channel constraints.
Transition and inventory frameworks leveraging CBOM-style discovery and agile migration planning.
Hybrid GNN + VQC architectures (SchNet + VQC) for high-precision molecular property prediction.
Benchmarking and assessing leakage vulnerabilities in ML-KEM/Kyber implementation assumptions.
PennyLane, Qiskit, variational circuits, QAOA/VQE framing, and Hamiltonian simulation workflows.
BB84, QBER analysis, optical topologies, key-rate behavior, and resource-allocation simulation.
ML-KEM/Kyber, ML-DSA/Dilithium, CBOM-style discovery, and migration-risk prioritization.
Python, NumPy, SciPy, Matplotlib, Jupyter, reproducible notebooks, and numerical analysis.
PyTorch, scikit-learn, SchNet/GNN modeling, diagnostics, and baseline comparisons.
C++, Lanczos diagonalization, finite-size simulation, and many-body model analysis.
Git/GitHub, Vercel, JavaScript, CSS, React, Vite, Tailwind, and static-site deployment workflows.
LaTeX, technical reports, policy-adjacent roadmaps, and evidence-oriented writeups.
Linux, WSL, shell workflows, and lightweight automation around research tooling.
Coordinated academic and policy-facing programming, speaker logistics, and multi-day institutional events.
Led protocol and delegation logistics for Dr. S. Unnikrishnan Nair (Director, VSSC (ISRO)) and accompanying delegates at the Think India National Convention.
Open to quantum computing research roles, PhD opportunities, focused technical discussions, and collaborations in PQC, QML, QM/MM, and infrastructure-facing quantum work.