Projects
Data Science Projects:
Extracurricur Projects:
ResearchMate
ResearchMate — Find Your Next Collborator — is a project designed to facilitate collaborations between researchers by providing a platform for finding potential collaborators.
The platform utilizes advanced techniques such as node and word embedding to recommend potential collaborators based on author similarity and co-author network in PubMed.
By creating a collaborative filtering system that takes into account both collaboration patterns and author attributes,
"Research Mate" aims to break down research barriers and connect researchers worldwide to enhance and accelerate research.
The controbuters also include Paraskevi Tassopoulou and Vladimir Angirov. More details about this project can be found in the slides.
Data Scientist
- Extract missing keywords using GPT-4 with prompt engineering
- Create node and word emnedding for recommending collborators according authors' similarities in a vector space
- Deploy the App