Kevin Lius

• Automate stocks ordering process using Selenium so companies can trade stocks in bulk at a specific timing.
• Improve the margin requirements for CFD using theoretical margin to reduce losses for the company (using Tableau).
• Develop a ML model (using XGB, LogReg, LSTM) to predict stock returns based on past several years data.
• Develop a ML model to predict the type of insurance consumers would buy based on their biodata using purchase history

PhillipCapital Jun 2022 - Dec 2022

Quantitative Analysis (Big Data and Database)

Automate stocks ordering process using Selenium so companies can trade stocks in bulk at a specific timing.

Improve the margin requirements for CFD using theoretical margin to reduce losses for the company (using Tableau).

Develop a ML model (using XGB, LogReg, LSTM) to predict stock returns based on past several years data.

Develop a ML model to predict the type of insurance consumers would buy based on their biodata using purchase history

SurbanaJurong Coastal Engineering Internship Jan 2022 - May 2022

Develop Retaining Wall design spreadsheet that can be used for all Surbana Jurong retaining wall project in the future, which the user can toggle sound the values and see the sensitivity of variables, which is and advantage over Tekla Tedds

NoDokter Jun 2021 - Aug 2021

WebDeveloper Intern - Tech Team

Develop NoDokter Website to have all the desired tools and content inside the website, as well as updating the UI and fixing bugs regularly to ensure that the website is working properly.

Liaise with other teams to ensure all NoDokter events run smoothly and help to develop NoDokter as a company

Nanyang Technological University, Singapore Aug 2019 – May 2023 Bachelor of Engineering (Civil Engineering)

CGPA: 4.15/5.00

Relevant courses: Structural Analysis, RC Design, Steel Design, Geotechnical Engineering, Data Science and Artificial Intelligence, Machine Learning, Computational Thinking(Python), Linear Algebra, Statistics.