At Udemy, I am deeply involved in the development of generative AI aimed at transforming online learning. This project involves building intelligent algorithms that personalize learning experiences for millions of users. I applied state-of-the-art machine learning techniques and leveraged vast datasets to create models that understand learner behavior and generate customized content. From prototyping to deployment, I integrated technical rigor with user-centric design. The project significantly improved learner engagement and completion rates. It’s an ongoing effort, and we continue to refine the models to deliver even more personalized learning experiences.
Components and tools I’ve worked on:
- Prompt Engineering
- Retrieval and Advanced RAG techniques
- Embedding Methods
- AI Evaluation
- Synthetic Data Generation
Read more about our work here.