Data Scientist
CurrentSpecializationInformation extraction from texts, knowledge graphs, graph completion algorithmsProject work* Using rule-based approach, word embeddings, LLMs to identify chemical contaminants (some of which are emerging hazards) of foods, expressing food-hazardous chemical relationships in a knowledge graph, making further predictions with knowledge graph completion algorithms and GNNs* Finetuning a pretrained BERT model to predict allergenicity of novel food protein… Show more SpecializationInformation extraction from texts, knowledge graphs, graph completion algorithmsProject work* Using rule-based approach, word embeddings, LLMs to identify chemical contaminants (some of which are emerging hazards) of foods, expressing food-hazardous chemical relationships in a knowledge graph, making further predictions with knowledge graph completion algorithms and GNNs* Finetuning a pretrained BERT model to predict allergenicity of novel food protein sequences* Identifying food adulterants and adverse health effects from scientific abstracts via rule-based text mining approach and expressing facts on a proof of concept knowledge graph Show less
