Stage 4 · Career Readiness

ResumeEdge + PrepEdge

Two tools that close the employability gap: ResumeEdge builds ATS-ready profiles from any background, and PrepEdge runs role-specific mock interviews with AI scoring and coaching.

Platform note

ResumeEdge and PrepEdge tackle the gap that decides placements: a capable student who cannot present capably. For vernacular and first-generation learners especially, the problem is rarely ability — it is an unstructured CV, an experience described in the wrong language, and an interview they have never practised. ResumeEdge converts a student's academic and project history into an ATS-optimised CV, SoP, LinkedIn profile and cover letter, translating vernacular experience into globally-readable English. PrepEdge then runs role-specific mock interviews — for Big Tech, the Big 4 or Indian IT — scoring technical depth and communication, detecting filler words, and coaching pace, tone and confidence. Built on Gemini Enterprise, the pair gives every student the kind of one-on-one career preparation that was previously reserved for a lucky few, and gives placement cells a measurable, improving pipeline of interview-ready candidates.

Capabilities

From academic transcript to job offer.

Profile building and interview preparation, working as one loop — with measurable improvement each round.

AI CV / SoP / LinkedIn builder

Generates ATS-optimised CVs, statements of purpose, LinkedIn profiles and cover letters tailored to each role.

Vernacular → English translation

Turns experience described in a mother tongue into clear, globally-readable professional English.

Role-specific mock interviews

Realistic interviews for the exact role and company a student is targeting, on demand.

AI scoring on depth & comms

Scores technical depth and communication separately, with a clear breakdown of where to improve.

Filler-word detection

Flags 'um's, hedges and pace issues per answer so students can hear and fix their own habits.

Company-specific prep

Targeted preparation for Big Tech, the Big 4 and Indian IT — with the questions those employers actually ask.

How it works

A four-step loop from profile to polished candidate.

1
Step 1

Student inputs academic profile

The student adds marks, projects and experience — in any language.

Input: B.Tech CSE · 3 projects
Lang: Tamil experience notes
2
Step 2

ResumeEdge builds an ATS-ready CV

A clean, keyword-optimised CV, SoP and LinkedIn profile are generated and translated to English.

Generated: ATS CV + SoP
Translated → globally-readable English
3
Step 3

PrepEdge runs mock interviews

Role-specific mock interviews are scored on technical depth and communication.

Mock: SDE-I @ Amazon
Score: 8.5/10 · 6 filler words flagged
4
Step 4

Gap analysis & improvement plan

A personalised plan targets the exact gaps, and the loop repeats until ready.

Plan: tighten STAR answers
Round 3: shortlist-rate +35%
AI in action

A mock interview, scored in real time.

Confidence, coached.

PrepEdge asks role-specific questions, transcribes and scores the answer, detects filler words and offers a tighter version — turning interview anxiety into rehearsed confidence.

  • Role-specific mock interviews with technical & communication scores
  • Filler-word and pace detection on every response
  • Confidence coaching plus a per-round improvement plan
PrepEdge Mock InterviewScoring response
Tell me about a project where you used machine learning.
I built an AI fraud-detection model for Tamil transactions…
Strong technical depth (8.5/10). Reduce filler words — 6 "um"s detected. Want a refined 30-sec version?
Start mock interview
Outcomes

What ResumeEdge + PrepEdge moves on campus.

8.5/10
Avg interview score (3 rounds)
6
Filler words / response
35%
Shortlist rate
Continue the journey

Where this leads next.

Every module hands off to the next, so intelligence compounds across the whole lifecycle.

The next step

Let's make your campus the one that moved first.

A 2-hour Discovery Workshop with your stakeholders, Google and UniAI — we identify your top 3 use-cases and map a 90-day path to production.

No commitment · Your stakeholders + Google + UniAI · 2 hours