feat: add dedicated Placement Prediction page with ML model explanation#19
Draft
feat: add dedicated Placement Prediction page with ML model explanation#19
Conversation
…on and nav link Agent-Logs-Url: https://github.com/khushalb002/MMSpace/sessions/cb40d9ef-42c2-4e1e-96dd-ab09ba4964dc Co-authored-by: Swoyamjeetcodes <130480063+Swoyamjeetcodes@users.noreply.github.com>
Copilot
AI
changed the title
[WIP] Explain how placement prediction works with ML model
feat: add dedicated Placement Prediction page with ML model explanation
Apr 6, 2026
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
The placement prediction feature (FastAPI ANN + Node proxy + React form) was fully wired up but buried in the mentee dashboard with no dedicated route, no nav entry, and no explanation of the underlying model.
Changes
client/src/pages/PlacementPage.jsx(new) — standalone page wrapping the existingPlacementPredictionform, prefaced with a "How the ML Model Works" section covering:Dense(16, ReLU) → Dropout(0.2) → Dense(8, ReLU) → Dropout(0.2) → Dense(1, Sigmoid)client/src/App.jsx— adds protected/placementrouteclient/src/components/Layout.jsx— addsBrainCircuit-icon "Placement" sidebar entry, scoped tomenteerole only