MLOps Consulting
Architecture reviews, platform selection, and implementation of CI/CD pipelines tailored to your compliance requirements. Typical engagements run 8–16 weeks.
From SGD 18,000 / project
Services
End-to-end ML partnership
Our Singapore-based practitioners embed with your team to design, build, and operationalize machine learning systems.
Custom Model Training
Fine-tuning, distillation, and domain adaptation with reproducible baselines. Includes data auditing, evaluation harnesses, and handover documentation.
From SGD 24,000 / project
Deployment & CI/CD
Production rollout strategies, infrastructure-as-code, and integration with Kubernetes, serverless, or edge targets.
From SGD 15,000 / project
Data Pipeline Engineering
Streaming and batch feature pipelines with quality checks, schema evolution, and lineage tracking across warehouses and lakes.
From SGD 20,000 / project
Model Auditing & Compliance
Bias assessments, explainability reports, and PDPA-aligned documentation for regulated industries including finance and healthcare.
From SGD 12,000 / audit
Team Enablement Workshops
Hands-on sessions covering iteration workflows, incident response, and HelixAI platform administration for up to 20 participants.
From SGD 4,500 / day
Start your iteration
Tell us about your stack and timeline—we respond within one business day.
Book a consultation