Linus Ng Email & Phone Number

Singapore

Singapore

Data Strategy and Solutions• Developed data products and provided strategic data solutions for clients in the maritime industry, leading to improved efficiency and significant cost savings for the clients.• Implemented comprehensive end-to-end solutions, from data extraction and transformation to customer-facing dashboards, which offered bespoke functionalities that effectively communicated insights through business-oriented analysis and highly customized visualizations.• Identified opportunities to automate manual processes and enable remote monitoring of critical metrics through data-driven solutions. • Implemented automated systems to enhance operational efficiency, reduce human error, and improve reliability.• Collaborated with Marine Officers to define the vision and strategic objectives for vessel fleet digitalization and insights report, aligning initiatives and solutions with overall business goals.• Provided fast iterative workflow that allows for rapid responses to users feedback and concerns, leading to timely updates and deployments.• Transformed gathered data insights into actionable items that provide value by developing critical reports and data visualizations through end-to-end data workflow & pipelines tailored for specific business demands.

Singapore

Senior Data Analyst / Data Scientist at Magellan X - Decarbonization Solutions• Developed data-driven dashboards, data products, and solutions for multiple clients in the Maritime and Oil & Gas industry.• Implemented solutions to enhance vessel performance by leveraging high-frequency data from onboard sensors, such as pressure curves and Alarm Monitoring System data. • Conducted data analytics and established remote monitoring health-check systems to optimize operations.• Established robust data transformation algorithms and analytics frameworks to gather insights into vessel performance, fuel consumption, maintenance needs, and environmental impact. • Created custom software library APIs for data ingestion and automated data flows from raw data to user-friendly and data-driven dashboards.• Set up automated data flows and process flows by leveraging historical data, saving an estimated 4 employees’ time, and accelerating asset onboarding time to productization.Senior Data Analyst at SolX - Safety & Risk Management Solutions• Implemented essential workflows for data analysis, focusing on improved safety and risk management strategies through the use of electronic permits and wearable technology.• Developed critical data visuals and data pipelines to transform collected data into essential insights for safety and risk management of crew members aboard vessels.• Crafted comprehensive data-driven dashboards that address clients’ requirements, incorporating data analysis and machine learning algorithms to transform raw, unusable data into actionable insights for safety and risk management in high-risk environments.

Singapore

Data Scientist/Researcher - Audio Intelligence monitoring at the edge project• Deep learning for outdoor environmental sound classifier - collaborative data science and IoT project with Municipal Services Office (MSO) and The Government Technology Agency of Singapore (GovTech).• Developed deep learning algorithms and models to classify environmental sounds of interest, achieving accurate predictions and enabling scaling with IoT at different deployed environments.• Implemented domain adaptation and transfer learning methods for deep learning models to scale at different deployed environments.• Project largely based on technologies such as Linux, Docker, Python, Tensorflow, PyTorch, RPi3, and Amazon Web Services.Data Analyst - False positive fire alarm detection project• Data analytics for sensors deployed in households - collaborative project with Singapore Civil Defence Force (SCDF) and GovTech.• Worked closely with management team and residents to develop, document, and manage sensor nodes deployed for false positive fire alarm detection, resulting in improved fire safety for households.• Performed data visualizations and predictive modelling with collected sensor data using Python and Tableau.

Singapore

Product Quality Engineer / Product Yield Analyst• Analyzed product yield data to improve overall yield in production line for Surface Acoustic Wave (SAW) filters.• Derived root causes and performed containment, correction, and preventive actions when daily yield is lower than allowable threshold at production line from FE wafer level to BE product testing.• Managed and analysed vast quantity of SAW filters on the production line, utilizing extensive wafer and testing data to identify the root cause of quality defects.• Liaised closely with testing team engineers to perform containment actions swiftly, to prevent further yield loss at production line.

Master Of Engineering - Meng, Artificial Intelligence, Data Science, Highest Distinction

• Specialization: Artificial Intelligence, Machine Learning, Data Science, Signal Processing • CGPA: 4.83 / 5.00 (Highest Distinction) •.

Bachelor Of Engineering - Beng, Electrical And Electronics Engineering

Diploma, Aerospace Electronics Engineering