Freelance data engineering. I build sourcing pipelines that turn public records, business registries and licensing data into verified, structured datasets teams can actually act on.
Government registries, licensing boards and federal datasets, collected and normalised into one clean schema.
Matching and de-duplicating records across sources, including trade names and DBA filings.
Contact and phone validation with full provenance, so every field can be traced back to its source.