Machine Learning Lab

About

I am currently a research engineer at the Machine Learning Group working on NAS under the supervision of Prof Frank Hutter. Before this, I was at the Gatsby Computational Neuroscience Unit at UCL working on bioplausible learning for neural networks under the joint supervision of Prof Peter Latham and Timothy Lillicrap (DeepMind). For a brief stint in between, I was a research intern at Huawei R&D London, working on NAS for the task of low light image denoising. I also briefly worked at Amazon as a software developer, where I copy-pasted tons of stuff from StackOverflow. I did my research thesis on deep learning-based personality detection at NTU Singapore under the supervision of Prof Erik Cambria.

Research Interests

Neural Architecture Search (NAS), Transformers and applications (e.g. EEG data prediction)

Involvement

• NAS for discovering transformer architectures
• NAS for EEG data (as a collaboration with the Neuromedical AI Lab)
• NASLib: A Modular and Flexible NAS Library
• Deep Learning Lab SS'21: AutoML Track Orga

Miscellaneous

• Erdős Number: 3 (Yash Mehta -> Erik Cambria –> Giuseppe Melfi –> Paul Erdős)
• CV
• My 3 word address: shower.archive.decent