Project Description:  AI-based knowledge discovery and acquisition by exploring, searching, and synthesizing knowledge from large scale structured and unstructured data across millions of websites on the Internet. Specifically, we build vertical search engines that help users explore and find information in a vertical domain and community information services that connect people with the knowledge they need in a professional community. 

 

Techniques: You will learn about and apply artificial intelligence, natural language processing, database, and data mining techniques. You will implement novel algorithms and build end-to-end software systems.

• Effectively communicate in English.
• Develop backend or frontend or full-stack software.
• Read and reproduce academic research, especially in AI and NLP fields.
• Have practical experience or strong understanding in one or more of the following:

• • Natural Language Processing (NLP) techniques (e.g., word embedding, information extraction)
  • Large Language Models (e.g., GPT, BERT) and their APIs or fine-tuning
  • Database design and querying for large-scale data systems
  • Web search, information retrieval, and data mining techniques