QT101 - Real-time LLM-Powered Translator for IoT Devices

Develop an IoT-enabled, LLM-powered real-time translator to break language barriers in classrooms or meetings, providing context-aware translations instantly to connected devices.

QT102 - Rogue Access Point Detection

Build an AI-driven system to detect rogue access points in real time by analyzing wireless traffic patterns, device behavior, and anomalies, ensuring secure network usage.

QT103 - Secure Banking Authentication

Design a secure, unconventional authentication method to replace OTP in banking, ensuring faster transactions without compromising security.

QT104 - Encrypted Traffic Threat Detection

Develop ML-based solutions that analyze encrypted traffic metadata (packet size, timing, flow behavior) without decryption to detect malicious activities while preserving privacy.

QT105 - Automated Breach Response

Create an automated incident response system that can instantly quarantine compromised systems, rotate credentials, block malicious IPs, and notify admins, reducing response time drastically.

QT201 - Multimedia Forgery Detection in Digital Forensics

Problem: Deepfakes and AI-generated content are becoming indistinguishable from real media, making them a significant challenge for legal evidence admissibility. Scope: Create forensic techniques to authenticate images, videos, and audio, and detect AI-generated alterations with high accuracy.

QT202 - Memory Forensics for Malware Detection

Create an automated forensic solution to capture and analyze memory dumps, identify malicious processes or injected code, and visualize findings for investigators.

QT203 - Dark Web Threat Intelligence Forensics

Design a platform to monitor dark web sources for leaked data, malware discussions, or threats, and automatically generate forensic intelligence reports linking online activity to potential real-world incidents.

QT301 - Advanced AI Algorithms with Qiskit

Develop an advanced AI algorithm beyond transformers, inspired by Qiskit ibm, to achieve faster and more efficient parallel processing for enterprise applications.

QT302 - Quantum-Resistant Cryptography

Design a quantum-resistant cryptography solution to protect passwords and sensitive data from being decrypted by quantum computing attacks.

QT302 - Quantum-Enhanced Supply Chain Optimization for Global Logistics

Design a hybrid quantum-classical algorithm to optimize supply chains using datasets that include constraints like warehouse capacity, vehicle types, delivery windows, and demand. Implement algorithms such as QAOA or VQE on a quantum machine/simulator, integrate with a classical system, and provide a visualization of optimized routes, costs, and carbon savings.

QT401 - Edge-Based Predictive Maintenance for Public Infrastructure with Self-Healing Capabilities

Build an edge-computing IoT system that uses low-power sensors to detect anomalies (e.g., vibrations, pressure drops) in real time. Develop on-device ML for predictive maintenance and include self-healing mechanisms—such as triggering drones for inspection, rerouting systems automatically, or alerting crews with precise failure details. The solution should emphasize energy efficiency, data privacy, and offline resilience.

QT402 - Elderly Health Monitoring & Alert System

Create a prototype like home IoT system that tracks vital signs (heart rate, fall detection, activity levels) and sends real-time alerts to caregivers or family members. Focus on privacy, low power, and autonomous alerts.

QT501 - Blockchain Scalability & Interoperability

Problem: Many blockchains process transactions slowly, have high fees, and cannot easily communicate with each other, creating fragmented systems. Scope: Develop high-speed, low-cost blockchain solutions with seamless cross-chain communication to support large-scale applications like DeFi, gaming, and NFTs.

QT502 - Poor User Experience & Onboarding

Problem: Web3 platforms are often complex, risky, and have unfriendly designs, making it hard for beginners to adopt and trust them. Scope: Create intuitive, secure, and beginner-friendly interfaces with simplified onboarding processes like easy wallet creation and integration.

QT503 - Security & Privacy Vulnerabilities

Problem: Bugs in smart contracts, phishing scams, and stolen private keys can cause irreversible losses, while some projects remain too centralized. Scope: Implement stronger security auditing, better private key management systems, and truly decentralized architectures to protect user assets.

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