For engineers
Work priced on what you can prove
For engineers who ship retrieval systems, fine-tunes, agents and inference infrastructure — and can point at the numbers that moved.
Your evidence is the profile
Repositories, model cards, benchmark results, papers, deployments and measured outcomes — structured, linked and reviewable rather than described in prose.
Briefs worth reading
Companies must state the environment, constraints and success criteria before publishing. You know what you are bidding on before you spend an hour on it.
Milestones funded before work starts
Escrow is funded at milestone level. You can see the funded amount in the project room before you write the first line of code.
Reputation from delivery events
Approved milestones, on-time delivery and review substance build a technical reputation that carries across engagements.
Profile checklist
What a strong profile contains
Reviewed before you appear in matching
- Two or more production systems with described constraints.
- Outcomes stated as numbers: latency, accuracy, cost, throughput.
- Linked repositories, model artefacts or publications.
- Specialisations narrow enough to be credible.
- Availability and engagement preference kept current.
- Identity verification completed through your provider.