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feat: add AI interview preparation completion predictor - #1734

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jainiksha:feature/ai-interview-preparation-completion-predictor
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feat: add AI interview preparation completion predictor#1734
jainiksha wants to merge 1 commit into
Canopus-Labs:mainfrom
jainiksha:feature/ai-interview-preparation-completion-predictor

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📌 Description

✨ Added AI Interview Preparation Completion Predictor

This PR introduces an AI-powered preparation planning system that estimates whether a user can complete their planned interview preparation before the interview deadline.

🚀 Features

  • 🤖 AI preparation completion prediction
  • 📊 Overall preparation completion percentage
  • 📅 Interview deadline tracking
  • ⏳ Remaining preparation days
  • 📝 Remaining preparation task analysis
  • ⏱️ Remaining preparation hour estimation
  • 📈 Historical completion-rate analysis
  • 🕒 Historical daily study-time analysis
  • 🧠 Topic difficulty consideration
  • 📅 Estimated completion date
  • 🎲 Current completion probability
  • ⏰ Recommended daily workload
  • 🚨 At-risk preparation area detection
  • 📚 Topic-wise preparation progress
  • 🎯 High-priority topic identification
  • 📊 Current vs required study workload
  • 💡 AI personalized preparation recommendations
  • 📈 Preparation progress tracking
  • 🔄 Completion prediction recalculation
  • 🌙 Dark mode support
  • 📱 Responsive design

✅ Checklist

  • Added preparation completion predictor
  • Added remaining task analysis
  • Added historical completion analysis
  • Added daily study-time analysis
  • Added topic difficulty analysis
  • Added interview deadline tracking
  • Added estimated completion date
  • Added completion probability
  • Added recommended daily workload
  • Added at-risk area detection
  • Added topic-wise progress
  • Added AI recommendations
  • Added preparation progress tracking
  • Added recalculation interaction
  • Responsive design implemented
  • Dark mode supported
  • Tested locally
  • No breaking changes

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📥 Commits

Reviewing files that changed from the base of the PR and between a8a7be0 and bc0dd22.

📒 Files selected for processing (1)
  • frontend/src/pages/AIInterviewPreparationCompletionPredictor/AIInterviewPreparationCompletionPredictor.jsx

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@github-actions github-actions Bot added the merge ready PR is mergeable and has no conflicts label Aug 9, 2026
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