Custom AI Language Learning ChatBot Development

I am looking to develop own ChatBOT without using any API. Here we have scope of work. • Personalized Learning Paths: Use AI algorithms to recommend courses or lessons based on each student’s goals, current proficiency, and performance data. For example, if a student struggles with verbs, suggest additional practice modules. The system could also suggest navigation paths (e.g., “next, take Hindi Grammar Essentials”). • AI Chatbot Tutor: Integrate an AI-powered chatbot (using NLP/LLM) for on-demand practice. For Hindi learning, the bot can simulate conversation, quiz the learner on vocabulary, or answer grammar questions. The chatbot can converse in Hindi/basic English to help practice reading and speaking. • Speech Recognition & Feedback: Leverage voice-to-text API to allow students to record themselves speaking Hindi. The AI can provide feedback on pronunciation or fluency. For example, after a speaking assignment, the system could highlight mispronounced words or suggest tone corrections. • Automated Content Generation: Use AI to generate additional practice exercises or quiz questions. For instance, based on a lesson’s content, an AI can create fill-in-the-blank sentences or propose synonyms/antonyms in Hindi for vocabulary review. • Intelligent Grading (Advanced): Research or integrate AI that can assist in grading open-ended answers (beyond simple keyword matching). For example, use AI to evaluate short essays for grammar or to provide hints on corrections before a teacher grades. • Analytics & Insights: Apply machine-learning analytics to track patterns (e.g., which lessons most students fail) and alert instructors. Use AI to identify at-risk students (low engagement or scores) so teachers can intervene with help. • Language Translation and Clarification: For bilingual support, AI could dynamically translate instructions or clarify concepts in the student’s native language. For example, hovering over Hindi terms might show an AI-generated simple definition or usage examples. Please share any of your examples.

Project ID: 40370270