💡 Getting Started: We have curated a list of helpful tools, datasets, and articles for each AI case study. Use these references to kickstart your research and inspire your prototype!

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Case Study 1: Predictive Maintenance for SME Resilience

• 📊 NASA Turbofan Jet Engine Data Set
• 📖 Literature Review: Remaining Useful Life Prediction Methods
• 📊 MetroPT-3 Dataset
• 📊 AI4I 2020 Predictive Maintenance Dataset </aside>

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Case Study 2: Digital Trust – Real-Time Fraud Shield for the Unbanked

• 📊 IEEE-CIS Fraud Detection
• 📖 AI-Powered Fraud Detection in Digital Payments
• 📊 Synthetic Financial Datasets For Fraud Detection
• 📊 Anti Money Laundering Transaction Data (SAML-D) </aside>

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Case Study 3: First Responder of the Future – Decentralised Swarm Intelligence

🔗 The Protocol

• 📖 Introduction to Model Context Protocol
• 🛠️ Official MCP Python SDK
• 🛠️ FastMCP
• 🛠️ LangChain MCP Adapters

💻 Simulation & Environment

• 📊 Mesa: Agent-based modeling in Python

🤖 Agent Frameworks

• 📖 crewAI Documentation
• 🛠️ AutoGen MCP Tools

🚀 Vercel AI SDK

• 📖 AI SDK by Vercel </aside>

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Case Study 4: The Inclusive Citizen – Multilingual AI for Public Services

🗄️ Core Datasets & NLP Resources

• 🛠️ NLLB-200 Distilled 600M
• 📊 SEACrowd
• 📊 SEALD (Southeast Asian Languages in One Network Data)
• 📊 Malay-Dataset

🤖 Regional AI Models

• 🛠️ SEA-LION
• 🛠️ Sailor2
• 🛠️ Typhoon2-Audio
• 📊 MalayMMLU
• 🛠️ VinaLLaMA

📈 Evaluation Benchmarks

• 📖 Multilexnorm++
• 📖 Survey of Cultural Awareness in Language Models </aside>