[01]Customer stories_

Whatwebuilt,andwhatitdoes.

The long-form write-ups are still being written. Until then, here is the index, with the numbers each one can be held to.

01

Our product

UpHunt

A job feed and auto-apply engine for freelancers, built on a collector that runs on a one-minute cron through Cloudflare, GraphQL bearer rotation and residential proxy failover.

• About 4M active jobs and 1M freelancer profiles indexed in real time
• About 4,500 jobs scored a day by an LLM, each with a plain-language reason
• About 2,000 users, entirely organic, with no ad spend at all

02

Our product

LinkFetch

LinkedIn job data behind a REST API, SDKs and a native MCP server, read through the user's own signed-in session rather than a fleet of fake accounts.

• Up to 100k new LinkedIn job postings indexed a day
• MCP server for Claude Desktop, Cursor and Zed, plus TypeScript and Python SDKs
• No fake accounts, no rented sessions, no cookie theft

03

Partner venture

VaraOS

An AI capital intelligence platform for a merchant bank. Companies upload their financial documents and get analyst-grade reports back. Capital partners describe their mandate in plain English and it becomes structured criteria. A deal pipeline, AI sourcing and a relationship network sit on top.

• Domain skill packs for equity research, investment banking, private equity and wealth management
• Adopted by non-technical senior advisors and their clients
• Built as a partner in the business, not as a vendor to it

04

Client work

RentHunter

The auto-apply service and the mobile apps for a Dutch rental platform. Built alongside a French founding team inside an existing 7,000-commit codebase.

• Auto-apply through Akamai, reCAPTCHA, proxy rotation and rate limiting
• Live in the App Store and Google Play as a Capacitor wrap of the web app
• 104 commits into a codebase that already had 7,000

05

Before Qaft

Para Inc.

A gig-economy super-app for US drivers, and where most of the private-API and scale experience behind Qaft was built. It predates the studio; we list it because the engineering is the same.

• Four rideshare and delivery platforms unified behind one typed interface
• Serverless GCP backend at millions of daily requests, event-driven
• Led SOC 2: access control, audit logging, data governance

06

Our product

Qaft data platform

The collection layer everything above runs on. Public web data, normalized, refreshed, and traceable back to where each field came from.

• 80+ TB of public web data, refreshed monthly
• Provenance on every row: source, fetched at, freshness
• The layer under UpHunt, the rental aggregator and the Prosp.ai work