Ee Yeo Keat Email & Phone Number

Singapore

Working on research and development projects centered around Artificial General Intelligence (AGI), with a specific emphasis on addressing computer vision challenges and elevating inference capabilities through advanced reasoning techniques.

Remotely

- Conduct research and development on AI research project funded by the Ministry of Science, Technology and Innovation (MOSTI) Malaysia- Developed an analytical dashboard with predictive analytics to transform the raw data from multiple sources into a comprehensive overview.- Leveraged various unsupervised machine learning techniques for clustering.

Remotely

- Wrangled with daily COVID-19 cases data from multiple sources and constructed geospatial dataset for data scientist team to train the machine learning prediction algorithms.- Optimized the codes that function to construct the comprehensive analytical dataset, which reduced process time by 10%.- Performed reverse geocoding by using Google Maps Platform.

Selangor, Malaysia

- Conduct research works on deep reinforcement learning methods such as DQN, recurrent based DQN to optimize multi-objective problems in recommendation environments. Awarded 1st place as best colloquium presenter.Publication:” Multi-Objective Deep Reinforcement Learning for Recommendation System” (under review)- Conducted novel research on employed deep.

Remotely

- Led the research team to design and develop a prototype of a learning community platform as a long-term research product.- Developed and deployed React web application in Google Cloud Platform (GCP), backed with machine learning based recommendation engine.

Selangor, Malaysia

- Developed various web applications for clients from wide range of industries to improve their business operation by using Laravel as core framework.- Worked on full-stack development which involved front-end and backends of application, from front-end UI until database, and ensures application successfully operating in production.- Initiated, proposed.

Selangor, Malaysia

- Initiated and drove digital transformation in the business and contribute to increment of more than RM 300,000 of the company’s revenue within one year in 2020.- Led cross-functional teams to adopt digitalization and improved the company’s core business operations by leveraged digital tools.- Extended the business sales channel to many online platforms.

Selangor, Malaysia

- Provided process engineering support to Semiconductor Final Test Operations.- Optimize products yield, quality, productivity, and cost by evaluating, troubleshoot and improve existing methods and processes.- Worked collaboratively with wide range personalities to handle critical quality issues and supported ship quality products on time to avoid customer.

Physics Department In Faculty Science, UPM

- Educate students on the physics fundamental theory of the experiments before they hands-on.- Demonstrated proper use of equipment and techniques to conduct practical experiments.- Supervised students during their laboratory practicals to ensure compliance with health and safety rules.- Communicate with students during experiments and provide feedback on.

Malacca, Malaysia

- Set up and controlled various type of tester for product quality assurance.- Performed functional test on hardware assembly products from the production line.- Collaborated with production management and improved efficiency of production line.- Identified and diagnosed the defects on PCBA that caused failure in functional test.- Collected data for.

Selangor, Malaysia

- Dealt with multiple departments in executing plans for the event.- Coached head of departments for operation and planned job scope for their department.- Coordinated effective communication flow between multiple departments.

Selangor, Malaysia

- Led cross-functional team to organized the event successfully and achieved an amount of 500 audiences participated in the event.- Solved critical problems such as venue reservation issues by negotiated a settlement with authorities.- Engaged with external company for event sponsorship.- Prepared presentation to Student Affairs Division Officer.

Master'S Degree, Science (Intelligent Systems), 4.00

Research area focus on using deep reinforcement learning approaches to handle multi-objective optimization problem in recommendation.

Bachelor Of Science (Honours) Major In Instrumentation Science, Electronic, 3.839 / 4.00

Activities and Societies: Yinzi Acoustic Music Workshop, Music Club in UPM Jan 2015 - Dec 2015 Position: President

Malaysian Higher School Certificate (Stpm), Physics

Activities and Societies: Executive member of Prefects Top Board in school. Gained various leadership award. Actively participated in.

Malaysian Certificate Of Education (Spm), Science

Activities and Societies: An active member of St John Ambulance Malaysia. Actively involved in interschool activities and also.