Transition from copy-pasting to Knowledge Engineering. A manifesto and toolkit for AI in Academia.

This is a full stack web application that uses data scraped from the UTS handbook to recommend subjects using an AI that takes data from the past subjects a student has taken and a personality quiz. It was developed using Angular, Node.js, Python (with Flask and Scikit) and MySQL hosted on AWS (Amplify, API Gateway, Lambda, RDS and EC2). This was a project I developed in a team of people and I was a full stack developer (developed almost the entire backend).

N8N Flow for Student handbook

It is RAG based an Ai Assistant work on student handbook docs.

Carolline is a website built for students that want to ask about the school's rules and regulations from the student handbooks, journals, records, etc. using AI.

UTech Chatbot is an AI-powered assistant that helps UTech students find answers from the student handbook. Built with React.js, FastAPI (Python), and Mistral AI, it delivers quick, accurate, and context-aware responses to student queries. 🎓

From Prompt to Production: The AI Developer's Rapid Workflow An interactive handbook for BS Computer Science students, prepared by Mr. Haseeb.

An AI-powered Student Handbook Assistant using RAG (Retrieval-Augmented Generation) and Multimodal Image Search (Vintern-1B). Built with Flask, LangChain, and Google Gemini.

GCTU Smart Student Chatbot – AI-Powered Assistant This is an AI-powered chatbot designed to assist students of Ghana Communication Technology University (GCTU) by answering questions based on official university documents like the academic calendar, undergraduate handbook, and relevant website pages.

A Retrieval-Augmented Generation (RAG) system that answers student queries using the NUST student handbook. It retrieves relevant information and generates responses using the Gemini AI model, with a simple Tkinter-based GUI for easy interaction.

Ask the LUMS Student Handbook with AI — A Flask-based RAG app using LangChain, FAISS, HuggingFace embeddings, and Mistral via Ollama. Clean frontend with TailwindCSS and dynamic typing UI.

FYP Handbook Assistant is a Retrieval-Augmented Generation (RAG) based AI that answers student queries using the official FAST-NUCES FYP handbook. It uses semantic search with Sentence-BERT and FAISS, generates grounded responses with source context, and is deployed via a simple Streamlit interface.

An automated intelligent AI Assitance that assists students with syllabus guidance and subject selection. This bot integrates with Google Drive, Pinecone, OpenAI, and Telegram using an n8n automation pipeline. Answers student FAQs in real-time using vector search over a previous year selection list. handbook.

Exam Ace is a modern, AI-powered app designed to help driving students prepare efficiently for their learner's license tests. By utilizing uploaded PDF study materials, such as official driving handbooks, the app transforms static content into an engaging, interactive learning experience.