UX/UI Prototyping for Web-based ML Design Platform
Preferred learners
- Canada
- Academic experience
Categories
Skills
Project scope
- What is the main goal for this project?
-
Qoherent has a set of command-line based tools for the end-to-end production of machine learning models for various radiofrequency signal classification tasks.
The tools include:
· A Dataset generator, for producing machine learning-ready datasets.
· A recording viewer for examining individual examples and recordings of real-world data.
· A dataset viewer for viewing contents of a dataset.
· A model builder that produces machine learning models based on a configuration file.
· A model tester that characterizes a model’s performance by performing automated tests on it.
These tools, which were implemented for automation and scripting, currently only run on a cloud-based linux server, and have no user interface.
Qoherent would like to build a web-based user interface for users who wish to use our tools outside of the CLI environment.
The goal of this project is to prototype or wireframe a potential user interface for our software utilities.
- What tasks will learners need to complete to achieve the project goal?
-
· View multiple demos of Qoherent software (live and recorded)
· Review and document the workflow of Qoherent software
· Create concepts and mock-ups.
· Create the wireframe in a tool such as Figma or code up one in any preferred front end framework.
- What is the main goal for this project?
-
Qoherent has a set of command-line based tools for the end-to-end production of machine learning models for various radiofrequency signal classification tasks.
The tools include:
· A Dataset generator, for producing machine learning-ready datasets.
· A recording viewer for examining individual examples and recordings of real-world data.
· A dataset viewer for viewing contents of a dataset.
· A model builder that produces machine learning models based on a configuration file.
· A model tester that characterizes a model’s performance by performing automated tests on it.
These tools, which were implemented for automation and scripting, currently only run on a cloud-based linux server, and have no user interface.
Qoherent would like to build a web-based user interface for users who wish to use our tools outside of the CLI environment.
The goal of this project is to prototype or wireframe a potential user interface for our software utilities.
- What tasks will learners need to complete to achieve the project goal?
-
· View multiple demos of Qoherent software (live and recorded)
· Review and document the workflow of Qoherent software
· Create concepts and mock-ups.
· Create the wireframe in a tool such as Figma or code up one in any preferred front end framework.
- How will you support learners in completing the project?
-
All activities will be done through Qoherent's CEO who will do 3 hours of initial orientation and follow-up with the students, including:
· One hour overview of Qoherent, and our business.
· Two hour workshop and demonstration of our software.
· Recorded demonstrations of our software will be shared, and live demonstrations will be performed.
We will schedule multiple check-ins with the student groups, but we will also be available ad-hoc as necessary to help guide the project.
The CEO will be available via email.
About the company
- https://qoherent.ai
- 2 - 10 employees
- Telecommunications, Technology, It & computing, Airlines, aviation & aerospace, Defense & security
Qoherent is an early-stage start-up that is driving the creation of AI-based radio technologies.
Qoherent provides solutions and a platform for integrating machine learning into software-defined radios, for the purpose of building robust, aware, and adaptive radio communication systems.
Qoherent’s current focus is on providing customers with software solutions for recognizing wireless activity with machine learning, as well as building a platform of software development tools to aid in creating machine learning models, deployable to heterogenous systems, that recognize radio waves.