Brent Haskins / Applied AI
Loan Finder shows borrowers which documents lenders accessed
Loan Finder includes secure document sharing between borrowers and lenders with status visibility on the borrower side. Brent Haskins helped build matching and operational flows where upload, access, and progress are explainable—reducing the trust gap that kills marketplace completion rates.
Borrowers assume uploads disappear into a void. Lenders assume borrowers will not upload if asked twice.
Loan Finder sits between them—matching plus operational transparency.
Matching is only step one
Signal over noise explains introduction quality. After introduction, document flow determines whether either side completes.
Borrower-visible audit
Minimum UI elements:
- Document type uploaded
- Timestamp
- Recipient or lender name on the match
- Status: requested / uploaded / viewed (if policy allows view events)
Without this, support tickets ask “did they get it?”
Server-side rules
- Validate MIME/type and size on POST
- Rate limit uploads per session
- Do not expose internal IDs in URLs
- Generic errors to users; detailed logs server-side only
OWASP file-upload guidance applies.
Lender dashboard
Show pipeline stage and outstanding document requests—not only a chat message buried three clicks deep.
Author
Brent Haskins — /projects/loan-finder. Marketplace trust is operational UI, not a tagline on the homepage.
FAQ
Questions people ask about this topic.
How does Loan Finder handle document sharing?
Borrowers upload documents in a guided flow with type and purpose stated; lenders receive access scoped to the introduction or file, not an indefinite library. The borrower-facing UI should show what was shared, when, and with which party. Exact implementation follows standard web security practice: HTTPS, server-side validation, size limits, and typed file allowlists.
Who worked on Loan Finder engineering?
Brent Haskins as software engineer in 2025 on the web platform—matching flows, dashboards, and document-related UX alongside educational content. Portfolio case study: brenthaskins.com/projects/loan-finder.
Sources