Ayoub Taoufik

Selected work · 06 case studies

Product outcomes and the engineering behind them.

Explore six case studies to see the product outcomes and engineering decisions behind each one.

Commerce

02 cases

  1. 01
    Every supplier speaks its own language. One clean catalogue, each hotel once. Panels: Every feed different; One format; Same hotel, shown once.
    Ongoing · since Apr 2026

    Travel booking across multiple suppliers

    One travel product connects hotel catalogues, search, booking, payment, fulfilment, and support across multiple suppliers.

    • Full-stack engineer and technical lead · end-to-end product and platform work
  2. 05
    Every restaurant, every site, one platform. Invoicing runs across all of it. Panels: Employees; Partner companies; Restaurant teams; Room service; All restaurants, all sites; Invoicing built in.
    Terros · 2023–2026

    Multi-site restaurant platform

    One restaurant platform for employee ordering, partner sign-in, restaurant operations, room service, and platform-wide invoicing.

    • Full-stack product engineer · mobile, authentication, and operational systems

Also tagged Commerce

AI

03 cases

  1. 02
    Plan, ask and book a whole trip in one chat. Prices come live from the booking systems. Panels: One message; One priced trip; Pay at checkout.
    Live · since Sep 2026

    AI booking assistant for trip planning

    Travellers can plan trips, ask support questions and build priced trip packs through more than 20 typed tools connected to live systems. The server sets the price, and the existing checkout handles payment.

    • Owner and lead engineer
  2. 03
    AI that builds features on your company’s own ERP. Live only after a person approves. Panels: Your ERP; Your ERP, read first; Built on your fields; Vans due for service.
    Live product · 2024–2026

    HelloLeo: AI product platform

    AI features for company-specific ERP systems, with approval before production changes.

    • Full-stack engineer
  3. 06
    Candidates and recruiters, working in one place. AI helps with profiles and CVs. Panels: Candidate; CV; Job matches; Application; Interview; Recruiter; Shortlist; Analytics.
    Freelance delivery

    AI recruitment workflow platform

    One platform for candidate and recruiter workflows, including CVs, job matching, applications, interview scheduling, analytics, and job listings from multiple sources.

    • Freelance full-stack engineer · product delivery

Also tagged AI

Platforms

01 case

  1. 04
    Enter the visit once. The paperwork follows. Reminders go out by WhatsApp. Panels: Consultation; Entered once; Filled in for you; Prescription; Medical certificate; Invoice; Care sheet.
    Pilot · 2026 · French and Arabic

    Clinavi medical practice platform

    I am cofounding a medical practice platform where consultation details carry through to documents and billing, with reminders and records scoped to each practice.

    • Cofounder and full-stack engineer

Also tagged Platforms