Petuum Symphony is an end-to-end artificial intelligence (AI) software platform. It knocks down barriers to AI adoption with standardized methods to rapidly build, deploy, and maintain AI solutions. Users can easily process data, train models, and create web services easily using Symphony.
I have worked closely with PMs, engineers from high level requirements, research, workflows, numerous iterations, mock ups, prototypes to testing. Joined the company in early stage to work on the it from initial defining the product to the beta release, I have learnt a lot from this precious experience.
- Work on color palette, UI patterns, components libraries to build the design system from scratch
- Understand complex technique concepts and translate it into easy to use interface, reusable UI components
- Work closely with PMs, engineers to define the product features from idea to implementation
- Systematically solve complex design challenges to distill them into actionable items
- Execute on high level requirements to create wireframes for discussion
- Prioritize tasks/projects based on cost vs. value, resources constrain, business needs
- Solicit and give feedbacks to other designers during reviews, workshops in daily work
- Work in a lean start up environment to conduct fast iterations
- Prepare detailed documentations, interaction guides and other deliverables to facilitate the communication among different teams
There are 4 sample pieces of work in this page. Please also feel free to contact me to learn more :- )
- 1. Blocks & Graph Workflow
- 2. Experiment in Symphony
- 3. Served Workflow in Symphony
- 4. Visual & Patterns for Symphony
1. Blocks & Graph Workflow
Empower users with various level of machine learning experience (e.g. data scientists, business analyst) to build end to end machine learning solutions by using different blocks to construct graph workflow.
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2. Experiment in Symphony
Machine learning process is not linear and can be solved following pre-defined procedures. When working in a project, users often need to try out different data pre-processing methods, models, hyper parameters, etc. before they can get the satisfying result. Experiments are a short cut for users to try these items and get a range of results with minimum efforts by using the same block graph in the Composer of the project and without having to build multiple versions of the same graph workflow.
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3. Served Workflow in Symphony
The served workflow is aimed to empower target users with different experience levels to easily create, edit monitor and manage the served workflows in Symphony. In this project, I need to work closely with PMs and engineers to define the product features from the beginning and distill the complex problem smaller actionable tasks.
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4. Visual & Patterns for Symphony
I drived the evolution of the design system’s visual language and patterns to make the product better represent the company image and provide a appropriate information to the users; make the communicaiton and collaboration more smooth with more resuable UI patterns and standardized components.
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