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Find up to three highest-priority portfolio problems before deciding whether you need a human review.
For campus recruiting, career switchers, and early-career candidates: check evidence, AI decisions, evals, metrics, project integrity, and presentation with a free public rubric.
No name · no material upload · individual answers are not sent to analytics
Every step produces reviewable evidence without inventing users, revenue, launches, or employer experience.
Twelve transparent, self-reported criteria cover evidence, AI choices, evaluation, integrity, metrics, and presentation, then prioritize the gaps that remain.
Keep before-and-after versions against a transparent rubric and turn “I understand” into independent reasoning about tradeoffs.
Produce PRDs, metrics, SQL, evaluation plans, and portfolio pages tied to real role skills. Simulated projects are always labeled.
Beyond self-service paths, buy a one-off resume or portfolio review or apply for a cohort or 1:1 service with explicit deliverables and boundaries.
The free check answers what to fix first; the human review answers how to revise specific pages and sections.
Distinct guides for portfolio evidence, AI evaluation, projects without internships, and current recruiting preparation.
Use a JD evidence matrix to plan portfolio, applications, and interviews.
Break down responsibilities, job requirements, and common interview topics.
Use research, prototypes, evals, and limits instead of invented outcomes.
Organize problem evidence, AI choices, eval sets, and failure handling.
Turn projects, evaluations, and personal contributions into verifiable resume evidence.
Practice product judgment, RAG, agents, evals, and project deep dives with explicit rubrics.
Practice role questions, project follow-ups, and live cases in a repeatable order.
Compare pay by location, experience, and PM track with clear limitations.
Every project is a clearly labeled simulated brief with a scenario, task instructions, deliverables checklist, and thinking framework—not an internship, live business project, or done-for-you portfolio.
Complete competitive research, task flows, tool calls, failure handling, evaluation, and staged-rollout plans across six core documents.
Complete a simulated PRD review covering three-layer architecture, state machines, discount allocation, and reverse logistics.
From tracking and metric definitions to runnable SQL, deliver a dashboard prototype, anomaly thresholds, and action recommendations.
Only live criteria, templates, and service timelines are shown—not invented users, reviews, or success rates.
Public Portfolio Criteria
Downloadable AI Portfolio, Resume, and Eval Templates
Business-Day Initial Review Window
Have more questions? Feel free to contact us via email.
If the public rubric gives you enough direction, keep revising independently. Buy a human review only when you need page-level feedback.