// Mathematics × Machine Learning
/* Building models that know when they don't know */
Mathematics with Computer Science graduate (First Class Honours, University of Southampton), starting an MSc in Computing (AI & Machine Learning) at Imperial College London. I work on machine learning, probabilistic modelling, and the systems that run them.
Hi, I am Apoorv Tyagi. I hold a BSc in Mathematics with Computer Science from the University of Southampton (First Class Honours) and am starting an MSc in Computing (Artificial Intelligence and Machine Learning) at Imperial College London. I currently work as a software engineer on machine learning and backend systems.
My work sits at the intersection of mathematics and machine learning: Bayesian deep learning and uncertainty quantification, physics-informed neural networks, and the distributed systems needed to run models reliably in production. On this site you will find project write-ups with the mathematics included, and blog posts unpacking research papers.
Machine learning, mathematics and statistics, and the software engineering to put them into production.