AI Features for Dyne Technologies Inc.
Project scope
Categories
Data visualization Software development Machine learning Artificial intelligence DatabasesSkills
typescript microsoft azure customer acquisition management software testing postgresql react.js (javascript library) full stack development competitive analysis demand forecasting node.js (javascript library)The goal of this project is to create full-stack AI features for DYNE Technologies Inc. in order to drive customer acquisition and retention. Technologies used include React, Typescript, PostgreSQL, Node, and Azure. The project will involve several different steps for the students, including:
- Analyzing Dyne's existing dataset of customers, products, and reviews.
- Developing an AI-driven competitor analysis and demand forecasting software.
- Optimizing software usability performance and assessing areas for improvement.
- Integrating datasets into large scale pipelines and considering constraints around cost and latency
- Accounting for additional variables in the ML engine software.
- Testing the developed software and making improvements based on additional data.
By the end of the project, students should demonstrate:
- Understanding of Dyne's existing dataset of customers, products, and reviews.
- Understanding of variables that affect the quality of the AI output.
- Identification of areas for future improvement of the software.
Bonus steps would include:
- Testing the developed software with users and accounting for additional parameters.
Final deliverables should include:
- All source code.
- A written report explaining the design process and outcomes.
With access to
- industry experts at our partners like Microsoft,
- weekly syncs with senior engineers in the team (and a dynamic, fast-moving team all under 25 years of age),
- proven onboarding processes that get you up and running in under 30 minutes,
- potential 1 on 1 time with the executive team
- and access to insights from our broad knowledge base and customer feedback
You can build at your best!
Supported causes
Sustainable cities and communitiesAbout the company
With everything we do, we aim to make every decision instant and impactful for every restaurant and retail store across North America.
Dyne is an AI for restaurants that drives traffic and grows profits through Generative AI Marketing and Supply Chain Optimization based on over 1 Billion new data points every month.
We are also a company built through people and partnerships, having a team all under 25 years of age and having established over 40 partnerships with companies like Microsoft, Oracle, Square, and various AI institutes, accelerators, and governments across North America, we are on a rocket trajectory and looking for innovators, builders, and creators to join us!
We're looking for talented individuals and purpose-driven academic organizations to take Dyne's vision to new heights through Riipen projects and potential long term opportunities beyond.