Artificial Intelligence Engineer
- Developed an AI system using OpenAI API for generating a comprehensive knowledge base, including subjects, topics, and detailed question-answer formats
- Enhanced LLama2 model's quiz generation and answer explanation capabilities through knowledge base fine-tuning
- Implemented FAISS for vector database management and adapted the quantized 8-bit LLama2 model for CPU efficiency
- Conducted comparative analysis between BERT and LLama2 models, with LLama2 demonstrating superior results
- Leveraged open-source models to ensure data privacy and transparency in model training
- Created an algorithm for personalized and adaptive learning, aligning with user behavior, hobbies, and topic proficiency.