Feature Request: Add a “Profile Section” to View Past Trips

[Prateekiiitg56]

Is your feature request related to a problem? Please describe.

Currently, GoPredict focuses on predicting trip durations and displaying results through its pipeline and output files. However, there’s no dedicated user-facing section that allows users to view their previous trips and predictions.
This makes it difficult for users to analyze past results, compare predictions over time, or gain insights into their trip patterns.

Describe the solution you'd like

Add a Profile Section (either as a web UI component or dashboard module) where users can:

View a history of all past trips with details like:

Trip ID or timestamp

Source and destination

Actual vs. predicted duration

Weather or traffic conditions (if available)

Optionally filter trips by date, model used (e.g., XGB, RF), or performance metrics.

Export or download their trip history as a CSV or PDF.

Proposed Approach

Backend/Database

Create a simple database table or local storage mechanism to store trip data (trip metadata, model used, prediction results, etc.).

Automatically append trip details each time a new prediction is made.

Frontend/UI

Build a Profile page or dashboard (if integrated with the Netlify web app).

Display past trip records in a clean table or card layout.

Add filter and sort options (by date, model, RMSE, etc.).

Integration

Hook this feature into the main pipeline’s output generation step.

Whenever a prediction file is created, automatically log its summary into the Profile data.

Benefits

Improves user experience by allowing easy access to historical predictions.

Helps users understand model accuracy over time and patterns in trip durations.

Opens the door for analytics features, like weekly summaries or performance comparisons.

Additional Context

This feature aligns with GoPredict’s goal of being a comprehensive ML solution.
It can also serve as a foundation for future enhancements like:

Real-time prediction dashboards

User-specific analytics

A/B testing between different models

@harshitaphadtare Assign this to me

[harshitaphadtare]

@Prateekiiitg56 I love the idea. but lets divide this task into sub parts:

1. Design a profile section where users can edit their information (name ,email etc) and can logout. make it light and dark mode friendly.
2. Setup mongodb database which stores all the user information,along with the trip prediction details.
3. Then design tables for trip prediction along with sorting and filtering.
4. Rest of the features can be added later such as, export as pdf etc.

these are the subtasks i could think of for now. please drop a mail at harshita.codewiz@gmail.com giving me a detailed report on how you are going to divide the task and implement it. once approved ill assign you the task.

[Prateekiiitg56]

@harshitaphadtare Breaking it into smaller parts is a great idea! I’ve also dropped you an email about how I’m planning to move forward.

[DanielCucvara]

Hi can i work on this issue ?

[Prateekiiitg56]

@harshitaphadtare Thanks for assigning this to me !!

[harshitaphadtare]

@Prateekiiitg56 all the best :)

[harshitaphadtare]

hey @DanielCucvara we have other issues you can help by contributing in those.

[harshitaphadtare]

@Prateekiiitg56 hi is there any update?

[Prateekiiitg56]

@harshitaphadtare sorry for the delay my exam is ended now..i will raise soon pr really soon !!