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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