Balint Antal

Machine Learning Lead at Apriori Bio

Balint Antal has a diverse work experience spanning over several years. Balint currently works as a Machine Learning Lead at Apriori Bio, a position they have held since April 2021. Prior to that, they worked at the Broad Institute of MIT and Harvard from December 2017 to April 2021, holding various roles including Project Leader, Data Scientist, and Senior Staff Scientist.

Balint Antal has also worked at the University of Debrecen, where they served as an Assistant Professor from September 2013 to September 2019. Their responsibilities included teaching computer science courses at various levels, supervising theses, and working on projects involving classifier ensemble creation and unsupervised phenotyping using deep learning. During their time at the university, they also worked as an Assistant Lecturer and a PhD Student, focusing on the development of a system for automatic screening of diabetic retinopathy and the implementation of an ensemble learning approach for microaneurysm detection.

Additionally, Balint Antal has held positions at CL-IC Technologies Limited, serving as the Co-Director and Chief Technology Officer from September 2014 to November 2017. Balint also worked as a College Research Associate at Homerton College from October 2014 to October 2015. Furthermore, they worked as a Research Associate at the University of Cambridge from October 2013 to October 2015, where they were involved in designing and developing open-source visual analytics and data publishing software, as well as conducting research and development in machine learning and image processing algorithms for stem cell tracking, quantification, and classification.

Balint Antal's earlier work experience includes a role as a Software Engineer at Kripto Research Ltd. from January 2009 to September 2009.

Overall, Balint Antal has a strong background in machine learning, data science, and computer science. Balint has demonstrated their expertise through various leadership roles, research projects, and academic positions throughout their career.

Balint Antal holds a Doctor of Philosophy (PhD) degree in Computer Science from the University of Debrecen. Balint pursued this degree from 2009 to 2012. Prior to that, they completed their Master of Science (MSc) in Computer Science from the same university, spanning from 2004 to 2009.

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