Dave Fergins

I build data tools that turn scattered public sources into one clean, queryable dataset.

Most useful data lives in six places at once, each with its own schema, its own quirks, and its own idea of what a field should be called. My Actors do the reconciling so you don't have to.

How I build

• Public APIs only. Everything I publish reads documented, unauthenticated endpoints. No bot-check evasion, no personal data, no logged-in scraping.
• Empty means unknown. A blank salary means the source never published one — not zero. A blank seniority means nobody said — not "mid-level". I'd rather hand you a gap than a guess.
• Scoring you can audit. Where I rank or rate something, the reasons ship in the row. Disagree with my weighting and filter on the evidence instead.
• Credit travels. Where a source asks for attribution, it comes with the output.

Live now

Remote Jobs Aggregator — every open remote job from six public boards, normalised onto a single schema, deduplicated, and scored for freshness and ghost-job risk. Salary parsed into real numbers, hiring regions resolved into filterable buckets, expired and evergreen "talent pool" postings flagged rather than quietly served to you.

Elsewhere

• Site — scalpstream.com 
• Code — github.com/DV1-321 

Got a data source worth reconciling with others? Open an issue on any of my Actors and tell me about it.