Today
Career centers are understaffed relative to enrollment, advice is generic and role-agnostic, and students don't find out they're missing a required skill or certification until it's too late to fix before graduation.
Ready to pilot
Every student’s personal advisor.
GradusIQ reads a student's real transcript and career goals, then tells them — with evidence, not platitudes — which roles fit, what's missing, and where the market is moving before they graduate into it.
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GradusIQ — Feature Transcript
FIT 301
Career Role Matching
Major, interests & target roles against federal occupational data + live postings
RUN 3–5 matches
GAP 302
Readiness Score
Skills & certs measured against target-role requirements
RUN must-have gaps
SHIFT 303
Market Trend Guidance
How the target role family is shifting with AI adoption
RUN adjacent paths
PCA 304
Professor Comment Analyzer
Patterns across instructor feedback, term over term
RUN theme summary
The problem
Career advising doesn't scale. Data does.
With GradusIQ
A student's unified academic and career profile feeds four purpose-built AI features that turn transcripts and goals into a specific, evidence-grounded plan — regenerated every time new grades or job-market data lands.
The engine
Four features, one profile.
FIT
Career Role Matching
Matches major, interests, and stated goals against federal occupational data and live DFW job postings to surface 3–5 roles with a specific "why this fits you" rationale — not a generic list of job titles.
GAP
Readiness Scoring
Scores a student's current skills, coursework, and certifications against what their target role actually requires, then separates must-have gaps from nice-to-have ones with a path to close each.
SHIFT
Market Trend Guidance
Tracks how a student's target role family is evolving under AI adoption, surfaces adjacent paths worth considering, and coaches how to talk about AI fluency in interviews.
PCA
Professor Comment Analyzer
Finds the patterns hiding across a semester of scattered instructor feedback, so students see the theme instead of re-reading twelve separate comments.
Under the hood
Built like production, not a hackathon demo
A full security audit is already closed out — cross-student data exposure, public JSON leaks, and unkeyed rate limits are fixed.
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01
Multi-institution schema
A single schema handles multiple institutions' academic terms, courses, and career profiles, with row-level access control proven live in production — one student's data is never reachable from another's session.
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02
GPA, always derived
Never stored, always calculated from raw grade records — so it's never stale and never duplicated.
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03
Session-scoped API
Every feature — role matching, readiness scoring, market guidance, and chat — resolves from an authenticated session, not a static file or a guessable URL.
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04
Live market-research agent
An autonomous research agent pulls current job-market signal in real time, so guidance reflects this month's market — not a dataset frozen at launch.
- Row-level data isolation
- Real-time market data
- Multi-institution ready
- Cloud-native, zero-downtime deploys
- Federal occupational data
Who's building it
Team
Deepak
Founder · AI Engine & Product
Primary architect and builder of the AI engine, data layer, and frontend.
Noah Bonaguidi
Founder · Business Development
Drives partnerships and institutional adoption for GradusIQ.
Kasheia Williams
Founder · Operations & Strategy
Leads operations and strategic planning for GradusIQ.
What's next
Roadmap
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In progress
University course catalogs
Direct import and scraper work underway to ground course recommendations in real, current offerings.
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Next
Live Canvas integration
Replacing mocked academic data with a real LMS connection, unlocking the Professor Comment Analyzer for real students.
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Next
Persistent chat & full orchestration
One trigger that runs every feature together and keeps context across a student's sessions.
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Later
High school pilot
Extending the same readiness and guidance model earlier in a student's academic path.
Watch a real student's transcript become a real plan.
Jordan Reyes, TAMU, 3.00 GPA — walk through FIT, GAP, SHIFT, and the Professor Comment Analyzer live.