Hi

I’m Hash, a deep learning engineer and researcher. Here’s some cool work I’ve done:

RealTalk

RealTalk was a state-of-the-art speech synthesis system. It was featured by the New York Times, Vice, The Verge, Gizmodo, and others.

Next Week Tonight (NWT)

NWT is an expressive speech-to-video model. You can view some experiments on the demo page.

Non-deep Learning Related

Probability & Stochastic PDEs

Nonlinear Fluctuating Hydrodynamics: a stochastic PDEs study of the equilibrium time correlations of the conserved fields of an anharmonic chain through non-linear fluctuating hydrodynamics.

A compilation of some of my favorite probability problems and solutions.

General Relativity

Linearized Einstein Equations around the Schwarzschild black hole

Patents

• Computing architecture for energy-efficient hash computation
• Dynamically optimizing routing within a decentralized network

Academic Awards

2016	SciNet Certificate in Scientific High Performance Computing
2015-2016	University Of Toronto Fellowship
2015	University of Toronto Galois Scholarship
2014	CMND Graduate Student/Postdoc Mini-Course on PDEs and Geometry and physics (University of Notre Dame)