CUBE
A TEACHING SOCIAL MEDIA APP
The problem CUBE solves
Communication between individuals or groups has grown from Emails to chat rooms and chat applications, but the number of contacts and groups a person has also increased significantly. A teacher from an educational institute teaches multiple classes and subjects and for better communication with students, they create chat groups for each individual class and thus has to manage multiple chat groups and student after each passing year encounters a different class thus a new group. The notices of exams, events or holidays, pdfs of study material timetables, forms, doubts of students etc. these msgs are quite frequent and at times the important ones are lost in this clutter of different messages and its difficult to find them via scrolling through those useless messages. There are also similar problems with other types of groups as well not just educational groups
Challenges I ran into
we encountered a significant challenge with the accuracy and reliability of our model predictions, which led to inconsistencies in performance during testing phases. Upon investigation, we identified that the root cause was insufficient training data diversity and poor data preprocessing, resulting in the model being unable to generalize well to new inputs. To address this, we expanded our dataset to include a wider variety of examples, implemented more robust data cleaning and augmentation techniques, and fine-tuned our model with cross-validation methods. By continuously monitoring the model’s performance and making iterative improvements, we were able to enhance its accuracy and reliability, ensuring more consistent and dependable results.
Tracks Applied (1)