I am currently working as a Machine Learning Engineer building Generative AI applications. I have previously worked as Scientist / ML Engineer for companies like Amazon, Yahoo and Binance.

Recent

Before joining Binance, I was working as an Applied Scientist in the Alexa group within Amazon’s Cambridge office. Prior to that I was trying to co-found a company at EF for a few months.

I’ve a PhD in NLP from University College London, supervised by Prof. John Shawe-Taylor. My PhD research was focussed on information extraction from unstructured text using deep learning, mainly under constraints of scarce training data. I also worked on speeding up convergence, improving generalization, and increasing robustness to adversarial noise, in deep neural networks.

Work Experience

• Lead ML Scientist @ Binance Jun 2022 - Sep 2024
• Applied Scientist II @ Amazon Aug 2020 - Jun 2022
• Researcher @ Yahoo! Labs Feb 2014 - Nov 2015
• Software Engineer @ vwo.com Aug 2011 - Sep 2012 B

Education

• PhD in NLP/ML from University College London Dec 2015 - Jul 2019
• MS in ML from Pierre and Marie Curie University Oct 2012 - Sep 2014
• BE in CS from Delhi College of Engineering Sep 2007 - July 2011

Contact me:

g.singh [at] cs.ucl.ac.uk