Mphunzitsi AI ("Teacher" in Chichewa) is a next-generation Al-enhanced educational platform designed to personalize learning for children aged 3-12. It combines gamified mini-games, adaptive difficulty, and real-time Al guidance to teach language, math, logic, and creativity.
Mphunzitsi AI — ML Integration Module
Overview
This module integrates Machine Learning (ML) capabilities into Mphunzitsi AI, the intelligent learning assistant designed for Malawi’s education system.
It focuses on enabling speech-to-text, speech recognition, and natural language processing (NLP) to enhance learner interaction, pronunciation feedback, and dynamic responses.
Components
Speech-to-Text Engine – Converts spoken input into text using a pre-trained model (e.g., Whisper, SpeechRecognition API).
Speech Recognition & NLP – Understands learner input, classifies intent, and generates feedback or instructions using NLP models.
Feedback Loop – Provides real-time spoken or visual responses based on student interaction.