Dr Delphine Vincent is an AI, Data Science and Bioinformatics Consultant with more than two decades of experience applying quantitative and computational approaches to complex biological systems. Following a PhD in crop adaptation to environmental stress at Université Paris-Sud (France), she undertook postdoctoral research in France, the United States and Australia before joining Agriculture Victoria Research, where she served as a Senior Research Scientist from 2013 to 2023. Her research has encompassed plant abiotic stress, plant–microbe interactions, proteomics, secretomics, systems biology, bioinformatics and biomarker discovery, resulting in more than 70 peer-reviewed publications and numerous publicly available datasets and software resources. Since 2023, she has worked as an independent AI, data science and bioinformatics consultant, developing machine learning, natural language processing, generative AI and scientific software solutions for academic and industry collaborators. Her work spans predictive modelling, statistical analysis, explainable AI, large language model applications, intelligent chatbots, workflow automation and scientific software development, with a focus on translating complex data into practical, reproducible and impactful solutions. Find out more at https://dlf2024.github.io/