Machine Learning Consulting
Auditing dataset leakage, model calibration, and containerized ML pipelines.
What is this service?
Develop and audit predictive engines, regression models, and computer vision classifiers using rigorous testing protocols.
Who is this for?
Engineering teams and product managers who require production-grade predictive models and statistical audits.
Pricing & Engagement
- Starting from: ₹20,00,000
- Typical range: ₹20,00,000 - ₹50,00,000
- Pricing Model: Milestone-based project engagement
- Engagement timeline: 4 to 8 weeks
Typical Problems We Resolve
Dataset leakage causing overoptimistic offline test metrics.
High latency and inference costs in model serving pipelines.
Inability to integrate custom CV or NLP classifiers into legacy systems.
Key Deliverables
Technology Stack
Expected Outcomes
Zero-leakage model evaluation ensuring realistic production accuracy.
Model inference latency reduced by up to 50%.
Fully containerized, repeatable model builds.
Next Steps & Engagement
Schedule an engineering alignment session to define target classification metrics and input datasets.