Priority_Encoder

A fullstack application mimicking a To-Do App but optimising it to improve productivity by predicting the relative importance of each task.
STATUS : Fully Functional Application now !!! Front-End Improvements incoming

Creators

• Sanjala Ramesh
• Keshav Kannan

Stack used

• python- pandas, tensorflow, scikit-learn, Django
• html, css, javascript, bootstrap

Workflow Diagram

Dataset Schema

• Task_id : primary_key int
• Account_Name : String
• Current_datetime : datetime
• Due_datetime : datetime
• Brief_Description : String
• Task_type : Category
• Hours_left : hrs in decimal (derived)
• Weight : int in range(10)(derived)
• Completed : boolean

Applications

• Workplace : Employer can efficiently assign tasks and ensure time is spent more appropriately on important tasks
• Academia : Can help with students' time management
• Should Increase Productivity and improve work life balance because an algorithm helps you decide where to start :) !

Scope for improvement

• The interface can be more friendly
• The dataset can be personalised better

Drawbacks

• Model will take time to give personalised predictions
• Too many input fields to enter may test your patience