Welcome to my GitHub!I use this space to prototype, document, and share GenAI-powered tools, automation scripts, and intelligent workflows designed to augment human intelligence—especially in the context of learning, research, and decision-making.
I believe in Augmented Intelligence—AI should amplify human potential, not replace it.
Critical Thinker is a lightweight web application that supports rigorous evaluation of arguments, essays, policy proposals, and academic texts using Paul & Elder’s Critical Thinking Framework. The application operationalizes the framework through four independent analytical perspectives (“agents”) and produces a consolidated report that can be downloaded as a professionally formatted PDF.
The design principle is intentionally pedagogical and method-driven: the app is not a replacement for critical thinking, but a structured aid to surface assumptions, scrutinize evidence, evaluate reasoning quality, and identify implications—all while maintaining explicit standards of intellectual rigor.
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Student Group Analysis App for analysing an idea, solution, or problem statement using Edward de Bono’s Six Thinking Hats method.
The design principle is intentionally pedagogical and method-driven: the app is not a replacement for critical thinking, but a structured aid to surface assumptions, scrutinize evidence, evaluate reasoning quality, and identify implications—all while maintaining explicit standards of intellectual rigor.
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🧠 RAG_Avatar | Live-Demo
A Context-aware Avatar powered by Sea-Lion LLM & Pinecone, with option of Uploading multiple Document formats for Retrieval Augmented Generation.
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A An AI-powered teaching assistant that helps educators design engaging, professional-grade lesson plans in minutes. using your uploaded lesson contents via Retrieval Augmented Generation.
- 📝 Complete lesson plans (with timing breakdowns)
- 👥 Group activity handouts in customizable formats
- 📋 Instructor pointers & helpers for in-class delivery
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A Retrieval-Augmented Generation (RAG) agent that ingests PDF documents, converts them into embeddings in a VectorStore, and retrieves relevant answers with semantic search.
HappyBot – A Generative AI Telegram Companion Bot designed to provide empathetic, context-aware interactions for lonely seniors in Singapore.
A modern academic article summarizer-generator with a React (Vite) frontend and a FastAPI backend. It uses Sea Lion as the LLM and Hugging Face Router for embeddings, storing vectors in ChromaDB
An AI-powered code reviewer that detects bugs, suggests improvements, and enforces PEP 8 compliance—all without requiring a GPU or complex setup.
An interactive Streamlit dashboard to visualize and forecast aging-related fiscal and demographic risks using World Bank data and ARIMA models.
- You may need to wait a few seconds for Render to load the Live-Demos
- Retrieval-Augmented Generation (RAG) pipelines
- Intelligent Dashboards for learning analytics and research assistance
- Automation Scripts for reducing academic overhead
- Prompt Engineering Frameworks for educators and researchers
- How can AI boost meta-cognition rather than cognitive offloading?
- What roles should AI play in human development, organizational culture, and lifelong learning?
- How will AI change the way we organize work, govern societies, and understand ourselves?
⭐ If you like my work, consider giving my projects a star!
