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Project 03 · Quantum Division · Active Research

India's Quantum-Classical
Convergence
Program

Building hybrid quantum-classical systems that combine the reasoning power of large language models with quantum acceleration. Drug discovery, post-quantum cryptography, financial optimisation — built for India.

1000×
Speedup Target
256+
Qubit Simulation
99.8%
Gate Fidelity
6
Target Industries
quantum-llm-hybrid · drug-discovery · simulation
$ quantum.simulate({ task: "protein_fold" })
⚛️ Variational Quantum Circuit · 4 qubits shown
q[0]
H
Rz
M
q[1]
H
CX
Rz
M
q[2]
CX
H
M
q[3]
Rz
CX
M
molecule: SARS-CoV-2 protease
energy: -847.3 Ha · VQE converged
classical: Krishna LLM interprets result
speedup: ~1000× vs classical compute
fidelity: 99.8% · 256-qubit simulation
1000×
Speedup over classical
256+
Qubit simulation capacity
99.8%
Gate fidelity
6
Target industries
🔬 Research Areas

Six frontiers. One quantum program.

India's most ambitious quantum-AI research initiative — hybrid classical-quantum systems for India's most important problems.

💊

Drug Discovery

Quantum molecular simulation for protein folding and drug-target interaction prediction. Accelerating pharma R&D for India's generic and biosimilar industry.

📈

Financial Modelling

Portfolio optimization, risk simulation and market prediction via QAOA algorithms. Built for India's capital markets, banking, and insurance sectors.

🔐

Post-Quantum Cryptography

NIST-standard PQC implementation for sovereign data protection against quantum attacks. Protecting India's critical digital infrastructure from future quantum threats.

Energy Optimization

Quantum annealing for grid optimization, EV charging networks and renewable energy integration. Built for India's 500GW renewable target and smart grid mission.

🌐

Quantum LLM Hybrid

Variational quantum circuits fused with transformer architectures for next-gen reasoning. Krishna LLM + quantum circuits for classification, optimisation and sampling.

🚀

Supply Chain AI

Quantum logistics optimization for routing, inventory, and demand forecasting at national scale. Built for India's complex multi-modal supply chain requirements.

🤝 National Collaborations

Research Collaboration & Partnerships

We collaborate with universities, national labs, and enterprises on quantum problems at scale. Research positions, joint publications, and industry secondments available.

🚀 Get Involved

Join India's quantum frontier

Whether you're a researcher, enterprise, or student — the EngineAI Quantum Division is building India's quantum-AI future and we want you in it.

⚛️ National Quantum Mission aligned · IIT/IISc collaboration open · 256-qubit simulation