LLM-Based Customer Support Chatbot Development

Open
Main contact
medX Smart Solutions
Hamilton, Ontario, Canada
CEO
(9)
6
Project
Academic experience
60 hours of work total
Learner
Anywhere
Intermediate level

Project scope

Categories
Product management Product or service launch Software development Machine learning Artificial intelligence
Skills
customer service customer support large language modeling machine learning chatbot natural language processing (nlp) scalability software development troubleshooting (problem solving)
Details

medX Smart Solutions aims to enhance its customer support by developing a chatbot powered by Large Language Models (LLMs). The project involves setting up a chatbot that can efficiently handle customer queries using the company's existing knowledge base and troubleshooting steps. The team will explore various platforms such as Intercom and Voiceflow, as well as consider developing an in-house proof of concept. The goal is to create a solution that improves response times and customer satisfaction while reducing the workload on human support agents. This project provides an opportunity for learners to apply their knowledge in natural language processing, machine learning, and software development.



Key tasks include:


- Researching and evaluating different chatbot platforms.


- Integrating the chosen platform with the company's knowledge base.


- Developing a prototype chatbot that can handle common customer queries.


- Testing and refining the chatbot for accuracy and efficiency.

Deliverables

The project deliverables will include a comprehensive report on the evaluation of different chatbot platforms and a functional prototype of the chatbot. The prototype should be able to interact with customers, provide accurate responses based on the knowledge base, and demonstrate the potential for scalability. Additionally, a presentation summarizing the project findings and recommendations for future development will be required.

Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

About the company

Company
Hamilton, Ontario, Canada
11 - 50 employees
Hospital, health, wellness & medical, Technology
Representation
BIPOC-Owned

medX has a suite of products to help improve healthcare efficiency. Our flagship platform helps countless doctors across Canada and the US automate administrative workflows.