AI-Assisted Education Bot
Atharva Mehta
Framework & Outline Development:
Drove the foundational building of a Chatbot Teaching Assistant, leading comprehensive studies on various Language Learning Models (LLMs) to identify the most optimal and feasible solutions for CS-1 course assignments.
Advanced Experiments using Python Scripting:
Led rigorous experiments using Python, Radon packages, and OpenAI APIs, exploring the capabilities of multiple LLMs, including ChatGPT's 'text-davinci-003', to gain crucial insights into their distinctive functionalities and areas for improvement.
Optimized Costs and Enhanced User Experience:
Spearheaded cost optimization for LLM API calls and innovative fine-tuning, discovering pioneering methods in prompt engineering to ensure the system was economically efficient, user-centric, and highly responsive.
Prototype Development:
Presently focused on enhancing the academic landscape by formulating innovative solutions for immediate and precise assistance to professors, mitigating administrative overhead, and endeavoring to institute a reliable and impartial grading mechanism.
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Posted Nov 13, 2023
Led Chatbot Assistant project, exploring LLMs and prompt engineering, optimizing costs, and developing a responsive, efficient academic aid prototype.
