I see curiosity in solving complex problems by software approach and mixed research.My aim is to make high-quality contributions in the field of machine learning that make a difference in practice.

Research (Interests)

Dimensionality reduction Methods

Feature selection Methods, Feature Hashing and Feature extraction.

Machine Learning

Supervised and Unsupervised Learning Methods in context of dynamic web systems.

Dynamic Web Systems

Data pre-processing and large scale learning optimization.

Experiences (work)

  • 2014-Present

    Research Engineer , National University of Singapore.

    I contribute to building a web platform for solar cell device simulations.

  • 2014-2014

    Software Engineer, PI (Singapore)

  • 2012 - 2013

    Research Intern & Programmer, National University of Singapore


Technology (Skills)


Building web apps using backbone.jsand node.js using express framework and web sockets.


Scripting for data pre-process, statistical methods, machine learning kits.


Writing rules that understand physics of objects. Mostly focus on generating expert knowledge.

"Suspects Deep Learning systems will pass turing test in next 10 years."