About Me

Hi I am Ng Wei Jie :wave:,
I have a keen interest in the field of technology as it encompasses both algorithm development and data science. Hobbies that I keep up with are 3D printing and AR Filters.

Programming Skills

Data Scientist, DSTA

2016 — Present

• Analysed capability gaps and data exploitation opportunities for the development of NLP and visualisation products as well as driving product development strategy and streamlining the team's development process.
• Led cross-government horizon scanning process using NLP techniques.
• Championed and evaluated new technology opportunities, of value up to S$1 million, and defined business value creation to management.

Master of Technology (Enterprise Business Analytics), National University of Singapore

2020 — 2021 (Part-Time)

• Translate massive and complex unstructured data into insights with NLP and openCV
• Produce predictive models (such as ARIMA or Deep Learning) to solve a broad range of problems across various business functions and units
• Contribute to the development of more effective business strategies and plans for sustainable growth and competitive advantage

Bachelor of Computer Science with Honours, Nanyang Technological University

2013 — 2016

Final Year Project - Non stationary data modelling with neural fuzzy system for stock modelling
• Defined the reasoning steps needed to handle data shifts and drifts in the series.
• Made informed decision by predicting the smart money investors fund flow into and exiting the market using Fuzzy Artificial Neural Network and other machine learning techniques.