AFTERGRAD / PRIVATE WORKSPACE
A / 01 — DATA INTELLIGENCE

Better evidence.
Better decisions.

Govern every dataset before it becomes a public insight.

CONFIDENTIAL · ADMINISTRATIVE ACCESS ONLY
a.aftergrad console
RESTRICTED ACCESS

Welcome back.

Sign in to manage alumni datasets, quality reviews and published evidence.

Enter the 6-digit code sent to your administrator email. Expires in 10 minutes.

◈ Separate administrator identity with password + Brevo email verification. End-user accounts cannot sign in here.

a.aftergrad console
MANAGEMENT
STAGING ENVIRONMENT

Private records never appear in public results before publication approval.

Aftergrad / Administration

Overview

Private data workspace · Ingestion, review and publication are separate steps.
OPERATIONS AT A GLANCE

Career data, under control.

Monitor the dataset lifecycle without exposing identifiable alumni records.

Pipeline readiness

A responsible path from raw data to published aggregates.

01 Upload and validate
02 Process privately
03 Review quality
04 Approve release

Publication snapshot

PRIVATE INGESTION

Import alumni career data.

Upload Boston University XLSX, Michigan State CSV or multiple similar files. Preview mappings before processing.

1 MiB resumable chunks

Source setup

⇧Choose Excel or CSV files

Up to 30 MB per file · Multiple selections

No files selected.

Uploads stay private until reviewed and explicitly published.

Schema & preview

Detect education, company, job title, degree and profile identifiers without displaying personal values.

Choose a CV spreadsheet to see its compatibility report.

Import guidelines

  • CSV or XLSX input, including the original university export format
  • Automatically identify a university when a dataset clearly matches
  • Hash profile identifiers before storing extracted records
  • Reject invalid or ambiguous records rather than guessing
  • Never expose source CV rows through the public API
EVIDENCE QUALITY

Import operations.

Review failed rows, university mismatches, duplicates and confirmed employment coverage.

No imports yet.

Selected batch diagnostics

Select Inspect next to an import to see its quality metrics.
MANUAL RELEASE GATE

Publish responsible insights.

Preview eligible aggregates and require documented rights and quality approvals before release.

Aggregate preview

Release approval

Only administrators with owner permission can publish or roll back.