Andrew Ong
AI Engineer at Red Marble AI- Claim this Profile
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English Native or bilingual proficiency
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Chinese Native or bilingual proficiency
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Korean Elementary proficiency
Topline Score
Bio
Experience
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Red Marble AI
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Australia
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Information Technology & Services
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1 - 100 Employee
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AI Engineer
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Apr 2018 - Present
Artificial Intelligence: Custom Algorithms - Each problem is unique and open-source tools or cloud services may not be the best fit in all scenarios and/or constraints. I design and build custom solutions to meet these challenges from first principles. Cognitive Agents - IPSoft Amelia, Microsoft Bot Framework Computer Vision - OpenCV Deep Learning - Neural Networks - Development: Design and build of end-to-end solution architectures for enterprise-grade production client AI solutions. Ground-up language-agnostic development by picking the right tools for each job: -C# (ASP.NET, Xamarin) -Java -JavaScript (both front-end and Node.js) -Python -SQL Industries: -Construction -Education -Finance and Banking -Mining and Metals -Travel Show less
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EY
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United Kingdom
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IT Services and IT Consulting
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700 & Above Employee
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Senior Consultant
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Apr 2016 - Jun 2018
Advanced Predictive Modelling - Worked in R to build models to identify customers with high likelihood of uptake or conversion for marketing campaigns. Validated the model against live campaign execution results in order to automate model maintenance.Artificial Intelligence and Cognitive Services - Developed full stack solutions implementing AI assistants using the Microsoft Bot Framework and IBM Watson, delivering business value by reducing the query load on business teams by providing an effectively automated first point of contact that tackles common queries and tasks.Banking and Finance Expertise - Used Australian banking industry standard toolsets such as Teradata SQL and SAS in order to build an in-house digital customer-centric solution to boost the sales of the difficult to market wealth products. Designed and deployed a fully automated data model within the client environment.Cross-team coordination - Coordinated project objectives and timelines across multi-disciplinary teams both from EY as well as integrate client teams into our working group in order to deliver projects in an agile environment.Data Science and Innovation - Competed and won in GovHack, receiving the award for the most innovative project among all entries. Leading provider of cutting edge solutions before general availability, creating best practices and reusable assets.Seamless union of Acumen, Strategy and Execution - Leveraging business expertise in various fields, planned projects from the inception stages all the way to the actual execution and implementation. Expert in strategy consulting, aligning strategy with the feasibility of data projects in order to remain within budgetary constraints while exceeding goals and expectations.Relationship Management and Sales - Helped facilitate sales of further projects by building and maintaining positive relationships with the clients. Constantly exceeds expectations and helps build trust in the brand to create new opportunities. Show less
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Consultant
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Jan 2015 - Apr 2016
Algorithm Development - First principles development and implementation of mathematical algorithms to solve business problems.Business Intelligence - End-to-end data insights. Identifying business units within organizations that contain the data, extracting data, and constructing arbitrary data models from the ground up. Analytical framework with robust algorithms and then applied to draw actionable insights for the organization, as well as using data to develop a bridge to action to realize the benefits.Cross-industry Expertise for Process Improvement - Synthesizing insights to offer clients the collective experience of the firm. Offer stakeholders proven practical suggestions for solving business problems.Data Modeling and Architecture - Bringing structure to organizational data models and flow.Data Visualization - Offering easy access to view data cubes via tools such as Tableau.Development - C++, C#, Python, SQL. Rapid development of the tools required to achieve aims. Collaboration on large internal development teams.Management Consulting - In-depth problem solving beginning with problem formulation and laying out the strategic groundwork and plan of attack, then executing that plan in line with the feedback received from stakeholders.Process Improvement - Greatly increased the operating efficiency of both client teams and internal teams through the use of streamlined workflows and through creation and/or procurement of software and hardware tool sets that are correctly tailored to the task at hand, resultant in significant time and cost savings.Project Management - AGILE and Sprint methodology. In addition, offers a unique low-overhead method for the parallelization of tasks for small teams.Industries:-Finance and Banking-Healthcare-Oil and Gas-Mining and Metals-Power and UtilitiesAreas of Specialization:-Scheduling optimization-Spend and Procurement Analytics-Supply Chain Modelling-Transformation and Organizational Change Management Show less
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University of New South Wales
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Sydney, Australia
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Research Associate
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Mar 2014 - Jan 2015
-Performing mathematical modeling in the field of gene therapy applications to HIV. -Collaborating in a team that spans both the academic and private sector. -Performing mathematical modeling in the field of gene therapy applications to HIV. -Collaborating in a team that spans both the academic and private sector.
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Director of Strategy and Execution
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Feb 2013 - Mar 2014
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UNSW
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Australia
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Higher Education
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700 & Above Employee
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PhD Student
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Jan 2010 - Dec 2013
The majority of my research experience is directed at the fields of atomic physics and relativistic quantum mechanics. I also have an understanding solid-state physics. The majority of my research experience is directed at the fields of atomic physics and relativistic quantum mechanics. I also have an understanding solid-state physics.
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Education
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University of New South Wales
Doctor of Philosophy (PhD), Atomic/Molecular Physics -
University of New South Wales
BSc(Adv), Physics