Predictive AI Models: Built predictive models with Random Forests, GBMs, and LSTM networks for student enrollment and success forecasting, improving predictive accuracy by 20%, course completion rates by 25%, reducing marketing cost by 25% & increased sales by 18%.OCR Systems for Education: Designed CNN-based OCR systems to digitize handwritten materials, boosting accessibility and reducing manual data entry by 85%.Automated Evaluation Systems: Created deep learning models… Show more Predictive AI Models: Built predictive models with Random Forests, GBMs, and LSTM networks for student enrollment and success forecasting, improving predictive accuracy by 20%, course completion rates by 25%, reducing marketing cost by 25% & increased sales by 18%.OCR Systems for Education: Designed CNN-based OCR systems to digitize handwritten materials, boosting accessibility and reducing manual data entry by 85%.Automated Evaluation Systems: Created deep learning models (CNNs, GANs, RNNs) for real-time grading of open-ended responses, achieving +/- 3% accuracy compared to human evaluators and reducing grading time by 70%.Conversational AI Systems: Led deployment of models like GPT, Mistral, and Llama 3.1 with fine-tuning and prompt engineering to boost multilingual user engagement, particularly in French, German & English, increasing vocabulary and grammar retention by 40%.Reinforcement Learning & RAG Systems: Enhanced chatbot and voice-bot adaptability for language teaching using RLHF, and developed RAG systems to improve content delivery and administrative efficiency.Probot (Professor Robot) Project: Currently developing AI-powered educational assistant for French, German & English language learning using advanced NLP models and TTS modules, improving student engagement by 30%. Show less

AI-Driven Language Education: Pioneered AI integrations in French language education, creating adaptive learning models that utilize predictive analytics and natural language processing. Resulted in a 30% increase in course retention and higher student satisfaction rates.Interactive Learning Platforms: Designed AI-powered platforms for dynamic French language content creation, implementing adaptive algorithms to cater to individual learning styles and improve engagement rates by… Show more AI-Driven Language Education: Pioneered AI integrations in French language education, creating adaptive learning models that utilize predictive analytics and natural language processing. Resulted in a 30% increase in course retention and higher student satisfaction rates.Interactive Learning Platforms: Designed AI-powered platforms for dynamic French language content creation, implementing adaptive algorithms to cater to individual learning styles and improve engagement rates by 50%.Data-Driven Decision Making: Applied data analytics and statistical modeling to optimize French language curricula, leveraging insights from regression analyses and clustering methods to improve learning pathways and outcomes.Operational AI Integration: Automated administrative functions and developed AI-powered tools for performance tracking, enabling instructors to offer tailored support and interventions, contributing to a 25% increase in student success rates. Show less