Pakistan's Talent Graph

An AI talent graph
for Pakistan.

Nexus connects students, universities, and employers through a live Neo4j knowledge graph — with AI-generated roles, graded simulations, and verified skill passports.

5 min
Student onboarding
Live
Role matching
AI
Sim grading
HEC
Audit-ready
Sara · BSCSFAST-NUCESReactNeo4jPythonFrontend Intern10PearlsLahore
Sample traversalStudent · Skill · Role · Employer
Built on
Neo4jTalent graph
GroqLlama 3.3 70B
ClaudeAssessment scoring
HECRegulator reporting
SupabaseSecure data core
Graph Engine

A knowledge graph, not a résumé database.

Every student, skill, university, role, and employer is a node. Every learning event, endorsement, and placement is an edge. Matching is a graph query — fast, explainable, and honest.

Traversal, not keywords

Search by skill proximity, co-learning paths, and mentor lineage — not fuzzy string match.

Real-time eligibility

Filter by university, program, city, availability, and verified skill depth in a single query.

Hidden-path discovery

Surfaces candidates two hops away who would never appear in a CV keyword search.

Sample traversal
Student
Sara · BSCS
University
FAST-NUCES
Skill
React · verified
Role
Frontend Intern
Employer
10Pearls · Lahore
AI Layer

Groq and Claude, where they count.

Deterministic extraction does the boring work. LLMs are reserved for ambiguity: role specs, simulation grading, and narrative profile summaries — always with auditable outputs.

Role Copilot

Paste a JD snippet. Get a structured role + scorecard.

Generated in 2.1s · Groq Llama 3.3
Paste JD · get structured role + scorecard
Matches surface from the live candidate pool
Simulation Studio

Role-specific work simulations, AI-graded against a rubric.

Students earn evidence of readiness. Employers get signal before the interview — not just a CV.

Talent Passport

A public, verified profile — not a self-reported résumé.

Skills, simulations, endorsements, and placements, summarized by Claude with links back to the source events.

Three portals · one graph

Built for everyone on the other side of hiring.

Build a verified track record before you graduate.

Onboard in minutes, pick up paid internships, and let your passport carry the proof forward.

Start your passport

Guided onboarding

University, program, and skill discovery with AI suggestions — no blank CV anxiety.

Active internships

Apply, check in daily, log weekly work, and collect certificates.

Talent passport

Public profile with graded simulations, endorsements, and placements.

Sprint model

Two-week paid sprints before full internships — lower risk on both sides.

Student Passport
Cohorts & Fairs

Class of 2027, meet your future employers.

Students are auto-grouped into cohorts by program and graduation year. Universities see the batch. Employers can nominate across it. Career fairs — virtual and in-person — plug directly into the same roster.

BuiltLive on every university profile

Cohorts, auto-assembled.

No spreadsheet herding. Every student joins a cohort the moment they onboard — grouped by degree program and graduation year.

Auto-assembled by program + graduation year
  • Browseable from each university's public profile
  • Employer nominations target whole cohorts in one action
  • Cohort-level analytics for universities and HEC
Coming soonQ3 2026

Career fairs, virtual and in-person.

Employer booths, live cohort Q&As, and pre-qualified candidate queues pulled straight from the talent network.

  • Scheduled slots between shortlisted students and employers
  • Post-fair auto-follow-ups and offer tracking
  • University-hosted fairs with multiple employer booths
For HEC and regulators

National-level visibility, zero PII exposure.

Anonymized analytics by university, city, sector, and skill. Early warnings on employability gaps. Audit-ready placement outcomes — without touching student identity.

HEC Overview
Q2 2026
Refresh cadence
Weekly
Export formats
CSV · PDF
Data scope
Anonymized
PII exposure
Zero
Placements by city
Lahore72%
Karachi58%
Islamabad44%
Peshawar21%
Public Talent Map

Browse Pakistan's emerging talent by university, skill, and city.

Open Talent Map
AK
Ahmed K.
NUST · Islamabad
TypeScriptReact
SM
Sara M.
FAST-NUCES · Lahore
PythonPyTorch
FZ
Fatima Z.
LUMS · Karachi
GoKubernetes
UT
Usman T.
UET Lahore · Lahore
FlutterDart
AR
Ayesha R.
IBA · Karachi
SQLdbt
BA
Bilal A.
GIK · Topi
SolidityRust

Put your people on the graph.

Join the institutions and employers shaping Pakistan's first AI-powered talent network.