Hire AI/ML developers for your team in Singapore

A useful developer can explain the choices behind a feature and show how they will test it against your business cases.

• Choose the approachKnow when a language model API, a model trained on your data or ordinary rules fit the task.
• Prepare the dataClean and label examples, check for bias, and keep training and test data separate so the evaluation is meaningful.
• Build an evaluation setUse real questions or cases to test each prompt or model change, instead of judging from a handful of tries.
• Plan for failureHandle timeouts, invented answers and prompt injection, with fallbacks and human review where an error is costly.

You direct the work. The developers we provide already work on our client projects, and a lead reviews their code and keeps work on track.

1. 01

   Agree the setup

   We work in your repository, tickets and stand-ups, with an overlap window agreed upfront so your team knows when to raise questions.

2. 02

   Share the codebase

   Give us your architecture overview, coding standards, branching and release process, and local setup instructions; we write down gaps found during onboarding.

3. 03

   Set access

   Start with individual accounts and only the permissions needed in staging. Add production access once the review process is in place.

4. 04

   Keep control

   Put repositories, cloud accounts and third-party services under your organisation, and confirm intellectual property assignment in the contract.

5. 05

   Adjust capacity

   You can scale the plan up or down, or pause it when the work changes.

If your AI feature sends personal data overseas for processing, the transfer needs protection comparable to that required under Singapore’s PDPA. Where you rely on a contract for the transfer, it must specify the countries and territories involved and require comparable protection. We set up restricted access to model logs and document what goes to third-party model providers, what is stored and where the data is sent, so those details can inform the transfer contract.

A clear brief lets a developer begin with useful work.

• Rank your backlog, or write a first set of tasks with enough detail to start.
• Identify the skills and seniority needed, including any framework or legacy-system experience.
• Name the person who will answer questions and confirm your working hours and required overlap.
• Define donerecord the review rules, expected tests, and how work is deployed and approved.