Sentiment Analysis for Customer Feedback

Open Opened on July 21, 2025
Main contact
9406-7725 quebec inc
Laval, Québec, Canada
Alejandro Flores
Employer
1
Portals
(1)
Project
Academic experience
120 hours of work total
Learner
Anywhere
Advanced level

Project scope

Categories
Data analysis Software development Machine learning Data science
Skills
data preprocessing customer service natural language processing (nlp) ibm system p machine learning algorithms machine learning sentiment analysis
Details

The project aims to develop a sentiment analysis tool that can evaluate customer feedback for 9406-7725 Quebec Inc. The company receives a significant amount of customer feedback through various channels, and understanding the sentiment behind this feedback is crucial for improving customer satisfaction and product offerings. The goal is to create a machine learning model that can accurately classify feedback as positive, negative, or neutral. This project will allow learners to apply their knowledge of natural language processing (NLP) and machine learning algorithms. The tasks will include data collection, data preprocessing, model training, and evaluation. The project will focus on creating a prototype that can be integrated into the company's existing feedback system.

Deliverables

The deliverables for this project include a well-documented sentiment analysis model and a report detailing the methodology and results. The team will also provide a presentation demonstrating the model's functionality and potential integration points. Additionally, a user guide will be created to assist in the deployment and use of the model within the company's feedback system.

Mentorship
Domain expertise and knowledge

Providing specialized knowledge in the project subject area, with industry context.

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.

Supported causes

The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.

No poverty

About the company

Company
Laval, Québec, Canada
2 - 10 employees
Media & production, Publishing & printing, Marketing & advertising

We are a digital marketing company and graphic design. We are about to launch an Nft collection as well as come crypto token and also opening a new branch of software engineering ( tech company). Were we develop more complexe apps and website. This is why we need help from students to rebrand the company