Senior Data Scientist

• Nov 2021 - Present

- Member of an in-house AI and data analytics development team that works on machine learning (including NLP, computer vision and recommender system using deep learning methods), mathematical optimization, game theory, and experimental design. - Work closely with business users to identify issues and use data to propose, build a scalable ML/DL solution and deploy as an API (primarily in Python) for effective decision making. - Oversee the technical work and provide datasets to external technology partners to deliver products/services in AI, data science and data analytics. Support business users in the assessment/validation of partner-supplied prediction models and in their deployment to production cloud. - Help business units create Tableau dashboards with relevant datasets. Extract insights through data visualization. - Work closely with application development teams to operationalize and integrate AI/machine learning/analytics capabilities into API microservices. Show less

Senior Solution Engineer

• Jan 2018 - Nov 2021

Solution Engineer

• Nov 2014 - Dec 2017

Key member of the APJC consulting team, working closely with customers and help them taking advantage of MEGA's leading solutions for Enterprise Architecture Management, IT Portfolio Management, Risk Management or Compliance Management.- Facilitate discussions with clients to identify business and technical requirements.- Understand, analyze and implement client requirements and needs for configurations.- Design, prototype, test and implement applications, utilities and application interface mechanisms.- Provide technical expertise including solution configuration, solution architecture and MEGA database knowledge.- Perform system administrative activities such as data management, repository management.- Provide timely communications to the project manager or project lead on any issues that need to be escalated.- Deliver Users and Administrator's Training. Show less

Solutions Consultant

• Oct 2012 - Sep 2014

- Research and understand customer’s process, issues and needs in order to offer an appropriate solution. - Consultation for system implementation, configurations and customization. - Development of add-on modules and applications to meet user’s requirements. - Set up and migration of SQL Server databases and database scripting in SQL. - Conduct system training and provide technical supports for users. - Research and understand customer’s process, issues and needs in order to offer an appropriate solution. - Consultation for system implementation, configurations and customization. - Development of add-on modules and applications to meet user’s requirements. - Set up and migration of SQL Server databases and database scripting in SQL. - Conduct system training and provide technical supports for users.