FULL STACK Javascript Engineer


Machine Learning Enthusiast

"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 makes a difference in practice."


  Dev Blog

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.


Work & Experiences


  • 2012-2013

    2014-Present

    Research Engineer , National University of Singapore.

    Building web based platform for solar cell device simulation.

  • 2014-2014

    Software Engineer, PI (Singapore)

  Pre-2012

Skills


FULL STACK ASPECTS

Server & Network

User Interface

API/MVC Layers

Data Modelling

Business Logic

User Experience

Frameworks

Expressjs (Web Applications)

Ionic (Hybrid mobile apps)

Building Technologies

Backbone.JS

Nodejs

Socket.io

Raphael.JS

MongoDB

Analysis Technologies

Python

Mathematica