Artificial Intelligence & Machine Learning Application
Project scope
Categories
Data analysis Data modelling Software development Machine learning Artificial intelligenceSkills
algorithms artificial intelligence machine learning predictive analytics researchThe main goal for us is a research-based deployment guide to implement an AI/LLM to meet our nascent platform's goals, specifically but not limited to:
- Displaying curiosity to drive the AI's understanding of each business within the platform so it learns to better support each business
- Displaying a confidence score on each of its interactions to demonstrate accuracy based on its evolving understanding of the business
- The ability to chat with Client User types to answer questions about services and then to interact with PAT (Process Automation Tool) or the system to complete bookings and sales in the platform
We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to our existing dataset. Students will develop an AI / ML model related to any of the aforementioned applications.
This will involve several different steps for the students, including:
- Conducting background research on our platform and the existing/future microservices.
- Analyzing our current work.
- Researching the latest AI / ML techniques and how they could be applied to our data.
- Developing and/or recommending a foundation AI / ML model that provides unique outcomes or insights into our data that will be well suited to our platform, while being as compact, efficient, secure, speedy, and cost-effective as possible.
- Providing multiple solutions that can be applied to solve the same problem.
By the end of the project, students should demonstrate:
- Understanding of the available dataset
- Understanding of the latest AI / ML techniques
- Identification of ways in which AI / ML can be applied to our use-case
Bonus steps would include:
- Being able to implement/deply a working system as its own Microservice that can be turned on when we are ready to start using it.
Final deliverables should include
- A final report on the project goals as described, including methodologies and approaches, outcomes and results, and recommended next steps.
- Source materials such as code, diagrams (ER), etc.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
ABC Academy of Music has been providing Music Classes and Lessons to students of all ages since 2003. In addition to operating in the B2C space for families and individual students, ABC operates B2B services for schools and daycares.
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