AR Portfolio & Resume Builder

One profile, two heroes: an AI resume and a scannable AR portfolio

AR Portfolio & Resume Builder is a job-application toolkit for students and early-career professionals. A student signs in, builds a structured profile (a summary, skills, education, experience, projects, certificates and a 60-second video intro), and the product delivers two things. First, an AI writer produces an ATS-optimised resume tailored to a specific target role and job description, a matching cover letter, and an ATS match-score analysis that compares a resume against a pasted job description with matched and missing keywords plus suggestions. Second, the student publishes a public, QR-scannable AR portfolio — a page with no login where their projects and certificates float as a Three.js "badge constellation" that a recruiter can orbit, tap for detail, and, on AR-capable browsers, place in real space with WebXR. The printed CV carries the QR; the QR opens the living 3D portfolio.

Built for people applying for their next role

It suits anyone who wants a resume that is tailored to a specific role and a portfolio that stands out when a recruiter scans it. It is a writing and presentation aid — it rephrases and organises the student's own truthful information; it does not fabricate experience, and it is not a guarantee of an interview or an offer.

Simple flat monthly subscription

AR Portfolio & Resume Builder is billed as a flat monthly subscription per student — one price covers resume generation, cover letters, ATS match scoring, project enhancement and the public AR portfolio. Payment is via Razorpay from the Subscription area, and a successful charge keeps the plan active for one month from the payment date.

The page map

From a blank profile to a resume and a scannable portfolio

Four focused AI passes, all routed through APB_ClaudeHelper

All AI calls are routed through APB_ClaudeHelper and never throw — on any error or malformed reply, the calling page shows a clear message instead of a raw exception. Crucially, every prompt instructs the model to rephrase and organise only the student's supplied, truthful information and to never invent employers, degrees, dates or achievements.

GenerateResume — an ATS-optimised, role-tailored resume

You are a professional resume writer. Using ONLY the truthful profile
data provided (never inventing employers, degrees, dates or achievements),
write an ATS-optimised resume for the target role "{{target_role}}" and,
if provided, tailored to this job description:
{{target_job_description}}
Profile data (JSON): {{profile_json}}
Return STRICT JSON only: { "summary": "...", "skills": ["..."],
  "experience": [ { "title":"...", "org":"...", "period":"...",
    "bullets":["..."] } ], "education": [ { "degree":"...",
    "institution":"...", "period":"...", "detail":"..." } ],
  "projects": [ { "title":"...", "tech":"...", "bullets":["..."] } ],
  "certifications": ["..."] }
Rephrase for clarity and keyword coverage. No emojis, no superlatives,
no invented facts.

GenerateCoverLetter — a matching cover letter

Write a concise, professional cover letter for the role "{{role_title}}"
at "{{company_name}}", using ONLY the truthful profile provided and, if
present, tailoring to this job description:
{{job_description}}
Profile data (JSON): {{profile_json}}
Return STRICT JSON: { "greeting":"...", "body":["paragraph 1",
  "paragraph 2", "paragraph 3"], "closing":"...",
  "highlights":["a short highlight","another"] }
Keep it honest, specific and free of invented claims. No emojis, no
superlatives.

PredictATSScore — the ATS match-score analysis

Compare this resume text to the job description and estimate how well an
applicant-tracking system would match them.
Resume: {{resume_text}}
Job description: {{job_description}}
Return STRICT JSON: { "score": 0-100, "matchedKeywords":["..."],
  "missingKeywords":["..."], "suggestions":["specific, actionable
  suggestion", "another"] }
Base the score only on genuine overlap of skills, tools and responsibilities.
Be honest; do not inflate. No emojis, no superlatives.

EnhanceProjectDescription — polish rough project text into bullets

Rewrite this rough project description into a strong, concise summary and
2-4 resume bullet points aimed at a "{{role}}" role, using ONLY the facts
given (never inventing metrics or outcomes that are not implied).
Raw description: {{raw_description}}
Return STRICT JSON: { "summary":"one clear sentence",
  "bullets":["action + result bullet","another"] }
Keep it factual and specific. No emojis, no superlatives, no invented
numbers.

An honest read on how a job description matches your resume

Applicant-tracking systems (ATS) rank resumes by how well they match a job description's keywords and requirements. The ATS panel on the Resume Generator lets a student paste a target job description alongside their resume text and get an estimated match score from 0 to 100, a list of keywords that are matched, a list of important keywords that appear to be missing, and specific, actionable suggestions to close the gap. The score is an estimate based on genuine skill, tool and responsibility overlap — it is a guide for improving a resume, not a promise of how any specific employer's ATS will actually rank it.

A universal 3D constellation, with WebXR AR where the device supports it

The stack

Shared helpers referenced across the pages: APB_DBHelper (GetTable / GetTableSP / GetTableSPSet / Execute / ExecuteSP / Scalar / P), APB_ClaudeHelper (GenerateResume, GenerateCoverLetter, PredictATSScore, EnhanceProjectDescription), APB_WhatsApp, and the shared AIS RBAC/auth kit for sign-in, since there is no separate APB_Auth table — the student's identity comes from the shared kit and StudentID is the OrgId.

A student-scoped data model

Tables

Key stored procedures

Deploy via sqlcmd

Apply the product schema directly to the shared SQL Server instance, then verify object counts. The script is idempotent and prefix-scoped — it never touches other products' objects.

sqlcmd -S sql5083.site4now.net -U db_user -P ****** -d db_9b0fff_aiscompany ^
       -i C:\asp.net\CompanyProjects\AIAis\ArProjects\ARPortfolioBuilder\APB_Database.sql

-- verify
SELECT COUNT(*) FROM sys.tables     WHERE name LIKE 'APB_%';     -- the product tables
SELECT COUNT(*) FROM sys.procedures WHERE name LIKE 'APB_usp_%'; -- the proc layer

Serve the site over HTTPS at /ArProjects/ARPortfolioBuilder/ — required for getUserMedia video-intro capture and for WebXR. Set the Groq/Claude and Razorpay credentials in the shared config. Sign in, build a profile, add a project and enhance it, record a short video intro, generate a resume for a target role, run an ATS scan against a job description, generate a cover letter, toggle the portfolio public, and open the public AR portfolio link to confirm the 3D constellation and QR both work.

Demo & review accounts

How your profile, resume text and video intro are handled

Where AR Portfolio & Resume Builder goes next

• Multiple resume templates: a choice of clean, print-ready resume layouts and colour themes beyond the current default.
• Recruiter view analytics: anonymous counts of how many times a public AR portfolio was opened and which projects were tapped, for the student's own dashboard.
• LinkedIn / GitHub import: an optional import to pre-fill the profile from a public LinkedIn or GitHub URL, still fully editable and truthful before use.
• Interview question prep: AI-generated likely interview questions drawn from the target job description and the student's own truthful projects.
• Video intro transcription: automatic transcription and a short AI summary of the 60-second intro, stored alongside the recording.
• Custom domains for portfolios: a friendly public URL or custom sub-path for a student's AR portfolio beyond the token link.
• Richer AR scenes: optional layouts for the badge constellation (timeline, grid, orbit) and a downloadable model for offline AR viewers.