About SwankyForge
Engineering squad built to ship production ML.
Product ML partner for measurable outcomes.
We build systems
that run in production
We're a cross-functional unit: ML engineers, data scientists, backend developers, and MLOps specialists.
We deliver production systems with proper APIs, monitoring, drift detection, and governance.
Classic ML, causal inference, and experimentation, with GenAI where it adds value. Purpose-built systems with measurable business outcomes.
What We Believe
Explainability Over Black Boxes
We favor explainable models and decision traces so teams can trust and govern outcomes.
Experiments Over Assumptions
A/B tests and causal inference ground decisions in evidence.
Production Over Prototypes
Reliable production performance beats notebook-only accuracy.
Simplicity Over Complexity
We choose the simplest effective approach that meets the business need.
Let's Build Something
Together
Have an outcome that could benefit from ML? We'll give you a clear assessment.
Request a Call