Dr Yongchao Huang
Machine Learning, Artificial Intelligence and Data Science
Large scale, real-time ML data streaming
Automated Control Systems
I am a postdoc researcher in Computer Science at University of Oxford, working with Prof. Abate on topics of machine learning, automated control and smart buildings. I am curious about fundamental aspects of the DS/AI wave, namely algebra, optimisation, probabilistic modelling, etc. My interests lie in math and its applied spaces (e.g. numerical, signal processing, machine learning, control, etc). I am keen to answer real world questions via evidence-based, agile, and ideally creative routines, typical fields include engineering (smart structures, systems), finance, and data science, where computers could potentially be automated to boost efficiency and/or accuracy. I did my DPhil in the Engineering Science department at University of Oxford, and spent some 2.5 years in financial industry solving practical data science puzzles end-to-end before returning to academia.