AI & Data Engineering for next-generation gaming platforms

Millions of in-game actions, session logs, and real-time telemetry are difficult to ingest, process, and react to at scale. We build pipelines that handle them fast, clean, and reliably.

Real-time content drops, economy updates, and personalization suffer from slow systems and brittle logic. We build AI-backed, event-driven engines to power live updates and user-specific logic.

Fragmented analytics across servers and titles make it hard to understand engagement or churn. We unify data and apply ML for prediction, segmentation, and LTV modeling.

Without clear insight into player progression, inventory flows, or store behavior, optimizing IAP and ad placement becomes guesswork. We engineer the backend that turns data into revenue ops.

Launch spikes, multiplayer concurrency, and cross-region scaling expose system limits fast. We design cloud-native, autoscaled infrastructure that absorbs the hit and keeps you live.

Botting, currency exploits, and matchmaking abuse can tank trust. We build real-time detection systems using behavior modeling and anomaly detection to protect gameplay integrity.

Game mechanics, reward systems, ad logic, and user data often live in separate silos, making coordinated updates and experiments slow or risky. We unify backend logic and data flows to enable synchronized, cross-system orchestration.

Vast amounts of gameplay data sit unused due to a lack of pipelines, labeling, or feedback loops. We turn raw logs into structured signals that power testing, balancing, and model training—from meta design to matchmaking.