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document & data intelligencestartup · ongoing project

Video-first recruiting, not CV-first.

A platform where candidates introduce themselves through a short video. One engineer covers product design, the mobile-first frontend, backend, AI pipeline, and DevOps, keeping technical ownership in one place.

The project, at a glance

Mobile-first
a one-minute recording made on a phone
Azure AI in European regions
AI processing configured in European regions
From design to deployment
staging and production environments managed with Docker and Terraform
inside the systemfrom video to match

Candidates record a short introduction on their phone instead of completing a long form or formatting a CV.

The pipeline extracts structured fields such as desired role, skills, availability, and search area from the video.

AI processing is configured in Azure regions in Europe. The matching layer receives only the fields it needs, rather than the raw video.

The matching layer uses the search area to surface nearby roles and candidates.

Certificates, new videos, and reviews can be added to the profile over time.

Company subscription plans and payment processing are integrated into the platform.

privacy built into the architecturewhat crosses the border

Configured for processing in European regions.

Video storage and AI extraction are configured in European environments. The matching layer receives only the fields it needs, such as area and skills, rather than the raw video or contact details.

input
Candidate video
recorded on a phone
processing configured in European regions
Video storage
storage configured in European regions
AI content extraction
transcription, skills, tags
Personal profile data
identity and contact details
data passed to the matching layer
Area and skills
raw video and contact details excluded
noteThis diagram shows the intended data boundary, not the full service topology.
what the system enables

The mobile-first flow reduces the application to a short recording, while recruiters receive a structured profile for review.

The product, user experience, and infrastructure are being developed with the client team through ongoing iteration.