Gary Goh Email & Phone Number

Singapore

Singapore

Singapore

• Deployed recommendation engines for BOOYAH!, a gaming-centric social media application which offers online short video clips sharing, games live streaming and community groups for users to connect via group chats and voice calls• Generate large raw datasets of size up to 15 million samples per day with engineered features and labels for supervised machine learning using Spark• Implemented deep neural networks for recall and ranking models to recommend personalized video content to… Show more • Deployed recommendation engines for BOOYAH!, a gaming-centric social media application which offers online short video clips sharing, games live streaming and community groups for users to connect via group chats and voice calls• Generate large raw datasets of size up to 15 million samples per day with engineered features and labels for supervised machine learning using Spark• Implemented deep neural networks for recall and ranking models to recommend personalized video content to users based on past user behaviors and user/clip features, increasing the online metric of average view duration per user by 80%• Trained a Thompson sampling recommendation model to warm-start the recommendation of relevant community groups for users to join, increasing the online metric of average click-through rates per user by 50%• Designed dashboards in Superset and Grafana to visualize dataset generation statistics and A/B tests results Show less

Singapore

• Develop and maintain software for unix-based embedded systems in remote devices to collect sensor data under intermittent internet connection environment• Utilize MQQT messaging protocol with AWS IoT Framework to ensure reliable and secure data collection• Create AWS Lambda functions to relay data exchange between content management server to remote devices

Singapore

• Research in data mining for supply chain and manufacturing systems• Develop full-stack software for Manufacturing Control Tower program• Provide text-mining solutions for the Antuit-SIMTech Supply Chain Analytics Lab• Design and implement full-stack desktop application with data visualization anddemand forecasting capability in a T-Up secondment program to JR Vending

Singapore

• Built optimization models for stock mix optimization (OPTIMAX), supply chain network optimization, and inventory optimization for the consultancy’s clientele• Perform simulation analysis to evaluate various inventory re-order policies• Develop demand forecasting and data visualization capability into software solutions

Singapore

Managed and led about 5 tour groups overseas and be responsible for their tour itinerary,transport, flight, meals, accommodation and provided other value-added services to enhance overall travelling experience

Singapore

• Organized the setting up of a start-up enterprise, involving initial marketing efforts via the socialmedia and website which expanded the initial customer base to about 80 people• Designed about 50 new overseas travel packages with an overall pricing scheme which requiresin-depth analysis of profitability, including marketing collaterals such as posters and banners toenhance overall marketing efforts

Rajasthan, India

Posted in Rajasthan, India to Camel Charisma as a summer intern, we are given the task to develop the operations of a new social enterprise start-up. The main tasks that I have done are:1. Innovate for new products and new designs for existing products;2. Recommend any process improvements to the production process;3. Improve the presentation outlook of the new Camel Charisma store;4. Develop an eco-tourism plan for the company;5. Improve the marketing efforts of… Show more Posted in Rajasthan, India to Camel Charisma as a summer intern, we are given the task to develop the operations of a new social enterprise start-up. The main tasks that I have done are:1. Innovate for new products and new designs for existing products;2. Recommend any process improvements to the production process;3. Improve the presentation outlook of the new Camel Charisma store;4. Develop an eco-tourism plan for the company;5. Improve the marketing efforts of Camel Charisma and Brand Development;6. Develop the website for Camel Charisma and;7. Any other administrative work required.Refer to: http://camelcharisma.wordpress.com/ Show less

Master Of Engineering (Research), Computer Science, 5.00 / 5.00

• Advised by Prof. Alexander Binder and previously Prof. Yue Zhang • Cumulative Point Average: 5.00 / 5.00 • Thesis: Analyzing Deep.

Bachelor Of Engineering, Industrial And Systems Engineering, 4.32 / 5.00 (2Nd Upper Honors)

Activities and Societies: NUS Outdoor Adventure Club (Publication Secretary) Start-up@Singapore (Public Relations Executive) Industrial &.