About SwankyForge
Engineering squad, not a consulting firm.
We build systems
that run in production
We're a cross-functional unit: ML engineers, data scientists, backend developers, and MLOps specialists.
We don't hand off notebooks. We deliver production systems with proper APIs, monitoring, drift detection, and governance.
Classic ML, causal inference, experimentation — with GenAI where it genuinely helps. No ChatGPT wrappers. Just measurable business impact.
What We Believe
Explainability Over Black Boxes
If you can't explain why a model makes a decision, you shouldn't deploy it.
Experiments Over Assumptions
A/B tests and causal inference beat gut feelings.
Production Over Prototypes
A model that runs reliably at 80% accuracy beats 95% in a notebook.
Simplicity Over Complexity
The best solution is the simplest one. Not every problem needs deep learning.
The Team
Cross-functional experts who ship ML systems.
Team Member
ML Engineering
Team Member
Data Science
Team Member
Backend / MLOps
Team Member
Product / Strategy
Photos coming soon
Let's Build Something
Together
Have a challenge that might benefit from ML? We'll give you an honest assessment.
Start a Conversation