Data pipeline
Imported, cleaned, normalized, and related inconsistent third-party directory records.
01 / Confidential client platform
A private full-stack product that turned inconsistent directory data into a searchable, geocoded, media-enabled platform with the account and administration systems needed to operate it.
Identity and client details intentionally withheldThe engagement
The engagement began with useful but inconsistent third-party directory data. Records needed normalized addresses, phone numbers, operating hours, feature tags, stable slugs, duplicate handling, coordinates, and media relationships before they could support a dependable experience.
The result went far beyond a marketing site: a production-facing application connecting data ingestion, database architecture, APIs, authentication, location search, profile pages, uploads, moderation, administration, analytics, and release QA.
The product system
The platform was designed as a connected product rather than a collection of isolated screens.
Imported, cleaned, normalized, and related inconsistent third-party directory records.
Connected location search and bounded MapLibre markers to the same live product data.
Created authentication, verification, password reset, profile, and role-aware access flows.
Turned imported records into structured organization and user-facing detail pages.
Added validated Cloudflare Images uploads, delivery variants, metadata, and moderation states.
Combined rate limits, Turnstile, reports, corrections, moderation, and review queues.
Delivery partnership
Specialist execution
Jaime owned full-stack implementation across data engineering, backend APIs, accounts, map functionality, media handling, admin workflows, interface design, responsive behavior, and release testing. That partnership let the engagement move from an ambiguous data problem to a working product through one connected delivery process.
Read Jaime's engineering accountRelease
March — July 2026
After repeated testing across search, accounts, map behavior, upload paths, admin workflows, and production-facing edge cases, the platform reached its first workable release in July 2026.
The client name, brand, vertical, domain, and repository remain private. The public case study describes only the delivery scope approved for attribution.
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