HealthcareData-intensive platform

Find Healthcare
Large-scale U.S. healthcare discovery platform
findhealthcare.com ↗- publicly searchable healthcare listings
- 2.8M+
- records loaded and managed in the underlying database
- 28M+
A U.S. healthcare discovery and services platform built on a very large dataset. The core challenge was making millions of provider records usable through a fast, consumer-facing search, then turning discovery into booked appointments and adding a commercial layer of sponsored placements on top.
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What we delivered
- Large-scale data loading, processing and storage for 28M+ records, surfaced as 2.8M+ publicly searchable listings
- An API layer connecting the dataset to search, provider and service profiles, booking and the rest of the platform
- Advanced healthcare search and filtering, so people find providers and services by the criteria that matter to them
- An advanced appointment-booking system that runs alongside the provider database and search, turning a directory into a platform
- A monetisation system: promotional placements on the homepage and sponsored positions within search results
- Ongoing attention to database performance, search speed, API behaviour and data handling at this scale
API & data architecture
- Large healthcare dataset
- Database
- APIs
- Search & filtering
- Provider & service profiles
- Booking workflows
Why it matteredA dataset only becomes a product when people can search it quickly and act on what they find. Booking turns discovery into appointments, and sponsored placements give selected providers more visibility without compromising the underlying search.
Healthcare & wellnessMulti-sided marketplace

Wellapy
Healthcare & wellness professional booking platform (Greece)
wellapy.gr ↗A Greek marketplace connecting people with psychologists, psychotherapists, mental-health professionals, coaches, nutritionists and other wellness professionals. Users find professionals by specialty and location, review profiles and availability, and book online or in-person sessions.
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What we delivered
- Professional discovery with search and filtering by specialty, location and more
- Professional profiles showing expertise and real availability
- Appointment booking for both online and in-person sessions
- Workflows for both sides: professionals maintain their presence and availability; users search, choose and manage their bookings
- The supporting platform functionality that ties search, profiles, scheduling and user journeys together
The user journey
- Search by specialty & location
- Review profile & availability
- Book an online or in-person session
- Manage the appointment
Why it matteredA two-sided healthcare marketplace only works when both sides are served at once: professionals keep their profiles and availability current, and users can go from search to a booked session in one place.
FintechPlatform build · ongoing data service

Shield Funding
Fintech lead, Salesforce & lender automation platform
shieldfunding.com ↗Shield Funding is a business-financing company. We automated its workflow from the moment a lead arrives to the moment an application reaches a lender (capture, assignment, qualification, lender matching and submission), with Salesforce at the centre. We also run an ongoing data service that turns public financing records into verified prospect lists.
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What we delivered
- One central database for leads arriving from every marketing and lead-generation channel
- Round-robin assignment that spreads new leads evenly across the sales team
- An application flow where reps complete only what is missing; everything already collected is carried through
- Salesforce as the operational hub, not just a contact list: leads, applications, rep workflows, qualification data and status
- Business rules that evaluate each application against lender requirements and route it to suitable lenders
- Submission by API where a lender offers one, and by automated email where it does not
- A managed data service: UCC filing records verified against Secretary of State registries, enriched with third-party data, then cleaned and de-duplicated into ready-to-use prospect lists
The application platform
- Lead acquisition
- Central database
- Round-robin assignment
- Application completion
- Salesforce
- Qualification & filtering
- Lender matching
- API or email submission
The data service
- UCC filing data
- Business identification
- Secretary of State verification
- Third-party enrichment
- Cleaning & de-duplication
- Prospect dataset
Our role
Consulting and project management end to end: mapping the existing sales and funding process, finding the manual bottlenecks, turning them into technical workflows and routing rules, coordinating the Salesforce and API integrations, and taking developers through build, testing and delivery. We still run the data service.
Why it matteredEvery lender has its own criteria and submission method. Rules-based matching and automated submission replaced repeated manual data entry with one connected flow from lead acquisition through sales qualification to financing.
Healthcare & legal90+ delivery items · ongoing support
Accilink
Personal-injury referral & medical booking platform
accilink.com ↗Accilink connects personal-injury law firms with treatment clinics, so case managers can book, track and bill medical appointments on their clients’ behalf. One case touches a law firm, a clinic and a patient, so every party has to stay in step on appointments, billing and treatment without anything falling through the cracks.
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What we delivered
- Admin and staff dashboards for the whole booking lifecycle: create, track, request billing and records, cancel
- Automated SMS and email through Twilio (confirmations, reminders two hours before, cancellations) in English and Spanish
- Separate portals for law-firm admins, staff bookers and clinics, each with its own dashboard and permissions
- Google Maps geolocation so clinics are found, and appointments routed, by proximity
- Bulk CSV import and export to sync appointments with firms’ case files, plus validated document uploads
- OTP email verification at sign-up, and a staged sandbox → staging → live release process
Why it matteredEvery booker, clinic and copied law-firm contact stays on one email thread per case, so status updates and billing requests reach everyone responsible and follow-ups on active injury cases are not missed.
Home services35+ delivery items
League of Trades
UK tradesperson marketplace & review platform
A marketplace of vetted tradespeople for UK homeowners, competing with incumbents like Trustatrader and Yell. The model rests on trust (verified reviews), revenue (guarantee plans and subscriptions) and a smooth path from lead to booking for both sides.
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What we delivered
- The full “claim your listing” journey: claim → choose a plan → checkout → dashboard, on Stripe with split payments
- Customer reviews and guarantee registration, with a Stripe Connect payout flow for the platform’s share
- Payment requests, so tradespeople invoice customers through the platform and track payment status
- Search that shows results as you type, without loading delays
- CSV exports for the client’s own reporting
Why it matteredThe guarantee flow lowers the risk of hiring an unfamiliar tradesperson, which is exactly what sets the platform apart from free-listing competitors.
Beauty25+ delivery items · French localisation
Hello Coiffeur
Hairdresser booking & salon directory (France)
hello-coiffeur.com ↗A French directory of hair salons with built-in online booking. The hard part was slot accuracy: a salon with several stylists must know who is free for which service, in 30-minute steps, and never double-book anyone.
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What we delivered
- A custom multi-stylist booking engine: staff per slot, duration per service, and blocking for absences
- A salon calendar (weekly view, blocks sized by duration) that matches the customer-facing booker
- A quote-request workflow with editable email templates for a related B2B directory
- Full French localisation, including DD/MM/YYYY dates and dynamic SEO titles by listing and location
- Reminders 24 hours ahead, with logic that skips bookings made inside that window
Why it matteredDouble-booking a stylist is the biggest operational risk for a multi-chair salon, and the slot and staff-matching logic exists to rule it out.
Non-profit25+ delivery items
Church Santa Cruz
Community church & ministry directory
churchsantacruz.org ↗Helps residents of Santa Cruz County find churches and ministries by denomination and region. Its value depends on precise categorisation and on a dependable calendar of services and events.
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What we delivered
- Search and filters by worship style, denomination and region (North, Mid and South County), with explanatory hover text
- A recurring-events calendar that distinguishes weekly services from one-off events
- Listing and event submission flows, and a navigation redesign based on the client’s usability feedback
- Google event markup so church events appear in Google’s event search
- CAPTCHA and account-security hardening against spam sign-ups
Why it matteredFor a community resource, a mis-filed listing undermines trust in the whole directory, so strict region and denomination filtering is the product.
Consumer & social25+ delivery items
Social Search
Preference-based social registry
Instead of searching for businesses or items, people build a preference profile (for bridal showers, celebrations and more) so friends and family can find it and act on it. “What are you looking for” became “Who are you looking for”.
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What we delivered
- A preferences system replacing “Add Listing” and item search, with category-based accordion forms
- Person search by name, city and state, alphabetical when no location is set
- A licensed display typeface applied site-wide, working around page-builder limits on custom fonts
- A simpler sign-in and sign-up flow with two clear actions, and a mobile navigation rework
- Written guidance so the client can make routine content edits themselves
Why it matteredThe value is in surfacing a person’s stated preferences to their circle, not browsing a catalogue, so the terminology and search changes carry the positioning.
Local business20+ delivery items
Salt Spring Directory
Local business directory with CRM integration
saltspringdirectory.com ↗A claim-and-list business directory with paid plans. The client’s growth depended on getting listing data into their HubSpot CRM automatically, so sales and marketing could work leads without re-typing them.
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What we delivered
- HubSpot integration pushing new and updated listings into companies and contacts automatically
- Category mapping that normalises messy source data to the directory’s own taxonomy on import
- A clear “claim a listing” vs. “add a new one” flow, fixing a confusing redirect loop
- A bulk importer that creates owner accounts and sends password-set onboarding emails
- WooCommerce subscription plans synced into CRM company records
Why it matteredOne-way sync from the directory to HubSpot keeps the directory as the single source of truth, so CRM edits never overwrite live listings.
Travel20+ delivery items · 3,000+ listings
Sanidumps
RV dump stations & campgrounds directory (North America)
sanidumps.com ↗Helps RV travellers across the US and Canada find dump stations and campgrounds near them. With thousands of listings, the launch risk was technical: broken paging, misplaced map pins or slow search would break “find one near me”.
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What we delivered
- Pre-launch triage: SEO sitemaps, location archive pages and hosting-migration errors
- “Near me” search tuned separately for campgrounds and dump stations
- A bulk export and import pipeline, fixing column misalignment that corrupted data
- Clean-up of hard-coded development URLs so no images or links broke after launch
- Performance work on searches that were timing out across thousands of rows
Why it matteredFor a traveller, distance accuracy is the whole product: a result from the wrong side of the continent breaks its core promise.
Local business18+ delivery items · web + app view
European business directory
Multi-category search & payments (Poland)
A directory with a desktop site and a separate mobile app view, earning through PayU subscription plans and paid ad placements. The challenge was keeping payments, renewals and search consistent across both front ends.
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What we delivered
- PayU integration for plans and ads, including 3-D Secure and recurring renewals
- Multi-category filters with “near me” and “best match” sorting, kept in step on desktop and app view
- Distance and listing-count sorting for city results
- Self-service plan changes and cancellation through an admin panel
Why it matteredPayU confirms payments asynchronously and needs an HTTP 200 back; getting that right is what made payments confirm reliably and protected subscription revenue.
Beauty15+ delivery items
Salon Finders
UK beauty & salon marketplace
A lead-generation marketplace connecting UK salons with customers. Access to leads is tiered by plan, so accurate plan-gating and instant lead alerts are tied directly to revenue.
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What we delivered
- In-platform messaging between customers and salons, visible only to paid-plan businesses
- Instant Twilio SMS alerts to a salon’s phone when an enquiry lands
- UK-only Google Places search and submission
- Coupon and checkout fixes on the Stripe plan purchase
Why it matteredPlan-gated messaging is the platform’s main revenue lever, so “paid sees leads, free does not” was treated as release-blocking.
Automotive16+ delivery items
Vehicle listings marketplace
Dealer subscription platform
Dealers list vehicles with make, model, mileage and specification filled in automatically from a third-party vehicle-data API, on tiered Stripe subscriptions with approval for professional accounts.
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What we delivered
- Vehicle-data API integration auto-filling listing forms and search filters
- Three Stripe subscription tiers, with admin approval before professional listings go live
- A browse-then-pay paywall that re-prompts users who left before paying
- A full system test against the original requirements, tracked as a punch list
Why it matteredThe paywall and approval gate keep listing quality and payment compliance high on the dealer side of a two-sided marketplace.
Community13+ delivery items
Black In Town
Directory of Black-owned businesses
blackintown.com ↗A directory built to raise the visibility of Black-owned businesses, with paid plans and an upsell path. The client wanted owners to get real performance data they could reuse in their own marketing.
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What we delivered
- Monthly, exportable owner reports: calls, website clicks, reservations, redeemed offers, social clicks and visits
- Curated third-party review aggregation with a review “word cloud”
- Google and Apple sign-in for owners and customers
- A plan picker and PayPal checkout, with a paid-plan prompt before a free listing is submitted
- Re-confirmation emails every 30 days to keep listings current
Why it matteredSmall businesses can prove and reuse their own traffic numbers, which gives the platform value well beyond a simple listing.
Travel13+ delivery items
“Things to Do” directory
Regional tourism & activities (Virginia)
Activities and attractions for a US regional tourism market, split between paid Featured placements and general results that must never overlap.
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What we delivered
- “Near me” (detected location) and “Nearby” (typed address) search with radius results
- Distances shown on both Featured and general results
- Featured listings kept out of general results at every radius
- Paging fixes after a regression, and a video-based bug verification process with the client
Why it matteredAny overlap gives away a paid Featured placement for free, so it was treated as a high-priority defect throughout.
Healthcare & B2B12+ delivery items
B2B supplier & treatment-centre directory
Two listing types, one platform
A directory serving treatment centres and B2B vendors and suppliers, each needing different fields, plans and account behaviour, under strict brand and content rules.
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What we delivered
- Separate submission forms for each listing type, built to the client’s specification
- Multi-select, drag-and-drop accreditation, language and treatment fields
- Regular and premium plans with payment-gateway integration
- A single crawlable page per listing (content out of hidden tabs), as the client’s SEO required
Why it matteredA treatment centre offering both detox and rehab does not fit one category; multi-select classification keeps listings fully represented in search.
E-commerce & logistics11+ delivery items
Mistara
Group-buying marketplace with parcel-locker delivery (Morocco)
mistaraportal.com ↗A WooCommerce marketplace where sellers list items alone or as group-buy offers (“achats groupés”), fulfilled through a national parcel-locker network with strict phone and address formats.
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What we delivered
- Parcel-locker API integration: create, cancel (within an hour) and track shipments
- Offer negotiation: fixed-price or negotiable listings, with accept and reject actions
- The group-buy flow, with cart and quantity limits
- Checkout validation requiring full contact details before an order is placed
Why it matteredConverting local 06/07 phone numbers to the carrier’s international format is essential: without it, shipments are silently rejected.
Beauty11+ delivery items
Monlipstick
Beauty & wellness institute booking (France)
monlipstick.fr ↗Online booking for beauty and wellness institutes, where different practitioners are qualified for different services, which makes booking eligibility the central problem.
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What we delivered
- Staff-to-service eligibility in the calendar, so no one books a practitioner who cannot perform the service
- Services that need two practitioners at once
- Slot lengths that follow each service’s real duration
- Category limits per plan (five categories), tied to the pricing tiers
Why it matteredEligibility checks stop an institute from double-booking a specialist or promising a service no one available can deliver.
Local business11+ delivery items
Attractions Ontario
Homepage & search UX programme
attractionsontario.ca ↗Focused on the highest-traffic parts of a directory, the homepage banner and the main search bar, where small usability problems cost the most completed searches.
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What we delivered
- A page-builder-friendly search bar component the client can move without a developer
- A configurable homepage slider (images, direction, timing) in the theme settings
- Less visual clutter on the homepage, based on the client’s usability feedback
Why it matteredMaking the banner and search editable by non-technical staff cuts the client’s ongoing dependence on developer time.
Reputation11+ delivery items · 3+ sites
Rated Trades
Multi-site review aggregation network
ratedtrades.us ↗Aggregates reviews across several directory sites run by one operator (including belairlocal.com and martinsburglocal.com). Review authenticity is the commercial promise.
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What we delivered
- Google Reviews integration showing live counts and content next to native reviews
- Phone verification before a native review is accepted
- One aggregated score across all review sources
- The same review system rolled out to every site from one shared codebase
Why it matteredPhone verification protects the credibility of the “Rated” brand across the network; without it there is no defence against fake reviews.
Travel10+ delivery items
VRR Guru
Multi-country vacation rental directory
vrrguru.com ↗Short-term rentals across the US, Canada, Mexico and the Caribbean, distinguishing the listing’s owner (often a property manager) from the host guests actually meet.
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What we delivered
- Country → city filters fed live from Google rather than a fixed list
- An owner vs. host data model, made clear in the interface
- Submission fields reordered to match how hosts enter them
Why it matteredGuests need to know who they will deal with on arrival, independent of who manages the listing commercially.
Industrial B2B5+ delivery items
Agro-Industries.fr
B2B industrial equipment quote marketplace (France)
agro-industries.fr ↗Connects buyers of industrial packaging and processing equipment with suppliers through quote requests (“demandes de devis”) rather than checkout, as is typical for high-value procurement.
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What we delivered
- A quote-request workflow: the buyer asks, the admin routes to suppliers by category, suppliers accept or decline with full detail
- Admin routing fixes so every relevant supplier can be selected
- A fully French dashboard using the client’s procurement terminology
- A Google review follow-up email five days after a completed request
Why it matteredIndustrial suppliers need the full specification before they respond; a blind accept-or-decline does not work for this buyer.
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