What we do, end to end.
From framing the model question to shipping a validated system on serious compute.
AI Research
Model design, experimental validation, ablation studies and clear technical reporting you can defend.
Recommendation Engines
Cross-platform ranking, user-interest prediction, cold-start handling and Top-K output.
GPU Infrastructure
Access to H200 and B300-class resources for graph learning and large-scale experimentation.
Gaming Applications
Player modelling, matchmaking, churn prediction and in-game recommendation.
A clear path from data problem to shipped model.
You don't need the model spec up front, just the problem. We handle the rest, and prove it works.
Connect signals across platforms
Unify graph, sequence and tabular features into one coherent view.
Compare models against baselines
Honest baselines and ablations, so improvements are real, not cosmetic.
Convert findings into usable outputs
Ranked, Top-K predictions your product can ship.
Not sure which piece you need?
Describe the problem, we'll tell you what's research, what's engineering, and what's compute.