Data Analysis and Visualization

We're a Canada-based start-up, but we have a global vision and mission: To create the world's most comprehensive and valid dataset on employee motivators.  To empower workers and companies to identify and fulfill their top motivators. At Motivators.io, we provide HR Consulting, Talent Assessments, and Career Coaching Services. On the assessment side, we collect insights on the top reasons why employees choose to join, stay with, or leave a job or company. These insights enable companies to make smarter investments in the programs and services that truly matter to their employees. Our dataset also provides real-time insights into workplace motivator trends by region, job function, seniority, etc. We would like to collaborate with students to analyze and visualize our raw datasets. This will involve several different steps for the students, including: Familiarizing themselves with our dataset objectives and analysis procedures. Checking for and correcting inconsistencies in the dataset. Calculating important results and plotting data in graphs and charts using Looker Studio and other visual data tools. Creating a repository of aggregate data with filterable fields. Identifying interesting trends and recommendations of market opportunities based on the data insights. Telling a story and insights based on your data analysis of motivating factors.

Website & Mobile Development - AI Chatbox

We focus on making newcomers live easier in Canada.  Newcomers often find very time-consuming to find information from various sources to make their lives easier in Canada . There is no one reliable and trustworthy resource that provide straight-forward and simple solutions for them to start new lives in Canada. Numerous websites are also inundated with ads to make profits instead of focusing on providing valuable information.The process of landing and settling down in Canada can be overwhelming; therefore, we aim to create a new platfrom to make this process easier for newcomers. Therefore, we would like to make a CHANGE to conduct user research to build this new platform.  Check out our website: https://chensgroup.ca/

Reflekt AI Mental Health App Development

This project focuses on supporting Reflekt , an AI-driven mental health app, by enhancing its product strategy, AI functionality, and application development. The goal is to provide students with real-world experience in product management, AI technology integration, and mobile app development. Students will play a critical role in creating features like personalized journaling prompts, mood analytics, and guided mindfulness tools, with an emphasis on scalability, security, and user experience. Students will collaborate across multiple disciplines, working on developing an innovative product aimed at improving mental health and well-being. This opportunity is perfect for students interested in software engineering, artificial intelligence, product management, UX/UI design, and mobile app development .

Deepseek-Driven Spreadsheet Recommendation System

The project aims to develop a chat bot that utilizes Deepseek technology to provide intelligent recommendations based on spreadsheet data. The primary goal is to enable users to upload spreadsheets and receive actionable insights and recommendations derived from the data. This project will allow learners to apply their knowledge of web development, data analysis, and machine learning. The tasks involved include integrating Deepseek with a web interface, designing a user-friendly interface for data upload, and implementing algorithms to generate recommendations. The project will focus on creating a seamless user experience and ensuring the accuracy of the recommendations provided. By completing this project, learners will gain hands-on experience in applying AI technologies to real-world data challenges.