Data Engineer
Imperium Solutions Pte Ltd, Singapore
April 2019 – Current
1. Splunk Solution Implementation
2. Splunk Infrastructure implementation
3. Data Analytics Dashboard implementation for different clients. Dashboards that focus on SIEM, IOPS, custom dashboard that meet the client’s business use cases.
4. DataRobot Auto Machine Learning consultation.

Projects
1. Splunk setup for University environment. DBConnect, Custom Dashboarding with Machine Learning Tool Kit (MLTK) to monitor cheating cases, student performance over semester, subject combination analytics, Pearson Correlation implementation to identify relationship for students activities vs performance.

2. Splunk setup for Multi national insurance company. Multi-site clustering environment. Enterprise Security, UBA, Phantom, DBConnect, CIM mapping from different data source, Pre-built and custom use cases implementation. Machine Learning Use Cases implementation on security aspect.

Quality Assurance Engineer
Weike Gaming Technology Pte Ltd, Singapore
May 2017 – April 2019
1. Develop automation testing tools.
2. Ensure software quality and meet jurisdiction standard.
3. Reduced 15% project testing time by developed automation testing tool which covers 200 out of 3790 test cases and Increases testing coverage by 30% by introducing and implement scenario-based testing for better testing coverage of the product.

Programmer
Abwin Pte Ltd, Singapore
August 2016 – April 2017
1. Developed an in-house system for vehicle service centre. (PHP, HTML, MySQL, javascript)
2. Leading the activities (Full SDLC) include business requirement gathering, system architecture design, system development, system 3. testing and system implementation. 
4. Develop modules include customer relationship module, inventory module, appointment module, quotation module, vehicle service tracking module, invoicing module and integrated with the company’s existing accounting system.
5. Reduce the difficulty in software maintenance by introduced and developed an object-oriented concept library for team members.

Research Assistant
Universiti Teknologi Malaysia
June 2014 – August 2016
1. Conducted research activities to study the needs and supply of health personnel in Malaysia. (System Dynamics, Matlab, Vensim simulation software, SPSS) 
2. Developed a simulation model to predict health personnel needs by up to 109 chronic diseases in Malaysia
Develop a simulation model to estimate health personnel workforce for 4 health personnel (medical officer, nurses, dentist and pharmacist)
3. Developed statistical models, data visualization, optimization models which contribute to Malaysia health workforce planning blueprint. 
4. Conducted several activities such as consulting, proof of concept, data mining, model development, workshop and training for officer form Ministry of Health.

Internship
Agency Nuclear Malaysia
February 2011 – May 2011
1. Data analysis and model development for estimation of resources for handling a radioactive emergency (Discrete Event Simulation and java)

Part Time Bartender
Redbox Karaoke Malaysia 
June 2010 – August 2010
1. Inventory management, beverage preparation and chit-chat with customers.

Internship
Mesiniaga Berhad Malaysia
July 2008 – November 2008
1. Participated in hardware and software support for different companies
2. Participated in email server hardware and software maintenance for different companies.