Recent Drives
| Company | Applicants | Shortlisted | Offers | Status |
|---|---|---|---|---|
Applications Overview
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Alerts & Reminders
Placement Score
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Upcoming Drives
Placement Funnel
Cohort overview
| Student | Stream · Year | Trust score | Band | Weakest pillar | Last active | |
|---|---|---|---|---|---|---|
| Athulya Nairathulya.nair@mec.ac.in | CSE · Y3 | 742 | STRONG | Soft skills (52) | 2h ago | |
| Arjun Pillaiarjun.pillai@mec.ac.in | CSE · Y4 | 812 | TOP DECILE | Communication (74) | 1d ago | |
| Deepa Krishnandeepa.k@mec.ac.in | ECE · Y4 | 784 | TOP DECILE | Tech depth (71) | 4h ago | |
| Karthik Menonkarthik.m@mec.ac.in | ME · Y4 | 562 | MID | Internship (42) | 3d ago | |
| Lakshmi Iyerlakshmi.iyer@mec.ac.in | MBA · Y2 | 658 | MID | Tech (58) | Yesterday | |
| Rohit Varmarohit.v@mec.ac.in | Hotel Mgmt · Y4 | 481 | DEVELOPING | Tech (38) | 7d ago | |
| Sneha Josephsneha.j@mec.ac.in | Nursing · Y3 | 619 | MID | Communication (54) | 5h ago | |
| Vinay Kumarvinay.k@mec.ac.in | BBA · Y2 | 671 | MID | Leadership (61) | 1d ago | |
| Anjali Sureshanjali.s@mec.ac.in | CSE · Y3 | 756 | STRONG | Soft skills (61) | 3h ago | |
| Mohammed Rashidm.rashid@mec.ac.in | Pharm · Y4 | 628 | MID | Tech (51) | 2d ago |
9 pillars × 7 streams
8 weeks to placement season
Cohort projection
Sensitivity · what moves the forecast
3 levers61 recruiter-ready students
Cohort + student actions
Cohort-level (3 ready to apply)
Student-level (8 high-confidence)
| Student | Recommendation | Expected | |
|---|---|---|---|
| Athulya Nair | Take Python skill quiz (due) | +12 | |
| Karthik Menon | Enroll in Communication Lab | +8 | |
| Rohit Varma | Auto-assign Hotel Mgmt → Tech bridge track | +15 | |
| Mohammed Rashid | Mentor session: project portfolio review | +10 |
Human-in-loop review
Pending validation · 7 projects
Where MEC ranks
| Rank | College | Cohort avg | Placement-ready | Trend |
|---|---|---|---|---|
| 1 | IIT MadrasCSE final · n=124 | 782 | 87% | ↑ +12 |
| 2 | NIT TrichyCSE final · n=98 | 741 | 76% | ↑ +8 |
| 3 | BITS PilaniCS+IS final · n=156 | 728 | 73% | ↑ +6 |
| 4 | IIIT BangaloreCSE final · n=84 | 714 | 71% | ↓ -2 |
| 5 | MEC Thrissur YOUAll streams · n=612 | 678 | 63% | ↑ +18 |
| 6 | CET TrivandrumCSE+ECE final · n=204 | 662 | 61% | ↑ +4 |
| 7 | TKM Engineering KollamAll streams · n=421 | 639 | 57% | stable |
| 8 | MA College KothamangalamCSE+IT · n=88 | 621 | 54% | ↑ +3 |
| — | 3 colleges below thresholdcohort < 28 · anonymized per DPDP Section 9 | — | — | hidden |
Consent audit trail
Reports & exports
NAAC submission report
Recruiter shortlist report
Weekly cohort snapshot
Custom query builder
Recent reports
Last 30 days| Report | Status | Generated by | Format | Actions |
|---|---|---|---|---|
| NAAC Submission Report — May 2026Accreditation · self-study | Completed | Ramesh Kumar | ||
| Recruiter Shortlist — InnosoftPlacements · top-decile CSE | Completed | Ramesh Kumar | CSV | |
| Weekly Cohort Snapshot — May 18Scheduled · auto-emailed | Scheduled | System |
Reports & approvals
Approval requests
Routed from faculty| Request | Type | From | Status | Actions |
|---|---|---|---|---|
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NAAC submission report
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Class Performance —
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Class Trends (This Month)
8-week activity —
Weekly Activity Heatmap ⓘ
| Student | Engagement | Trust score | Weakest pillar | Last active | |
|---|---|---|---|---|---|
Engagement Summary ⓘ
Students Needing Attention ⓘ
All engaged
No students below the activity threshold.
Insights ⓘ
- ↗students maintained high activity for 6+ weeksGreat consistency! Keep encouraging them.
- ↑2 students showing improvementSreya Thomas, Fathima Beevi are improving steadily.
- !students need your attentionReach out to help them re-engage.
How to Improve Engagement ⓘ
- ▤Create interactive assignmentsUse real-world problems and coding challenges
- ☷Encourage weekly participationQuizzes, polls, and discussion prompts
- ✓Provide timely feedbackQuick feedback improves student motivation
- ⚇Schedule 1:1 mentorshipPersonal support makes a big difference
Engagement Tips ⓘ
I can suggest personalized actions for each student.
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| Assignment | Section | Assigned | Deadline | Submissions | Status | Actions |
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| Student | Class | Submitted | Pending | Avg Score | Status | |
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Institution Placement Performance
Real-time insights into placement outcomes and institutional growth.
Placement Outcomes
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| Department | Placement Rate | Avg CTC (LPA) | Highest Pkg | vs 2024 |
|---|---|---|---|---|
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| Faculty | Trust | Students | Placement | Impact |
|---|---|---|---|---|
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| Dept | Fac. | Mentor | Outcome | Score |
|---|---|---|---|---|
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| Department | Students | Placement Rate | CTC (LPA) | Trust Score | Readiness | At Risk | Top Strength | Trend |
|---|---|---|---|---|---|---|---|---|
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Top Improvers
Attention Required
Accreditation Readiness Overview
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Stay on Track
You're 6 points from an A++ grade. Close the 4 high-priority gaps to lift NAAC readiness past 90% before the peer-team visit.
Placement Performance ◷ Principal View
Placement Trajectory (4 Years)
Placement Funnel ()
YoY Improvement Snapshot
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Focus on departments that need immediate supportStudent Quality Segments
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| Metric | Current | Projected | Improvement |
|---|---|---|---|
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|---|---|---|---|---|
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| Student | Branch | CGPA | Trust score | Applied to | Stage | Inbox |
|---|---|---|---|---|---|---|
Candidate Summary
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Feedback
Solid problem solving and clean code. Good grasp of data structures; communicated trade-offs well.
— Arjun Mehta · EngineeringClear communication and relevant project experience. Recommended for the technical round.
— Sneha Iyer · Placement CellDocuments
Timeline
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Students
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Job Postings
| Role | Status | Type | Eligibility | CTC | Openings | Applicants | Location | Deadline |
|---|---|---|---|---|---|---|---|---|
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Applications
| Student | Branch | Role | Score | Stage | Inbox |
|---|---|---|---|---|---|
via portal |
Shortlisted
| Candidate | Company & Role | Drive | Score | Shortlisted On | Status | Actions |
|---|---|---|---|---|---|---|
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SHORTLISTED |
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Interviews
Offers
| Student | Company & Role | Department | CTC | Status | Offer Date | |
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