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Candidate Feedback Form · For Hiring Teams

Help me get better

This is a structured feedback form for hiring teams evaluating Dr. Joshua T. Fraser. Please take ten minutes to score across ten dimensions, add free-text feedback, and share your verdict. I read every response carefully and use the data to improve how I apply. Whether your decision is yes, no, or maybe, your feedback is genuinely useful.

Why you are seeing this

Dr. Fraser attaches this form to every application as a courtesy to the hiring team. Most candidate feedback happens privately, or not at all, and both sides lose signal. When you submit, the form records your response and emails a summary directly to him. Five minutes of your time, substantially better signal for both of us.

Your company and role

Rate the application

Positioning clarity
Could you immediately tell what kind of role this candidate is suited for?
Role fit for your opening
How closely did the background match your specific role requirements?
Proof-of-work evidence
How credible was the shipped work? Did the portfolio URLs change your read?
Written communication
How clear, direct, and professional was the resume and cover letter writing?
Differentiation from other candidates
Compared to other applicants for this role, did this application stand out?
Technical credibility
Did the stack and shipped portfolio match what the role requires technically?
Leadership credibility
Did the prior leadership experience read as substantive?
AI and vibe-coding fluency
Did the AI tool mentions, framework portfolio, and methodology read as authentic practice?
Education and equity framing
Was the educational-equity leadership framing an asset, neutral, or a mismatch for your role?
Likelihood of follow-up
How likely were you to want a next conversation after reviewing?

Your verdict

Overall decision

Back to Fraser
Submissions store in Supabase and email a formatted summary to fraserjt@gmail.com.