Design a low-latency personalization platform that retrieves candidates, hydrates online features, and re-ranks results in real time under strict latency and quality SLOs.
AdvancedPersonalizationRankingMl Platform
LLM Prompt Logging & Evaluation Platform
Design a production-grade platform for logging LLM prompts and responses, redacting sensitive data, evaluating quality/safety in near real time, and routing actionable incidents.
AdvancedLlmObservabilityEvaluation
Real-Time Model Drift Detection System
Design a production-grade model drift detection platform that monitors live inference traffic, detects drift in minutes, and routes actionable incidents with low noise.
AdvancedMl PlatformDrift DetectionStreaming
Online Feature Store for ML Inference
Design a low-latency online feature store that serves consistent features for real-time ML inference while guaranteeing training/serving parity and point-in-time correctness.
AdvancedMl PlatformFeature StoreStreaming
Event Deduplication Platform for Idempotent Processing
Design a platform that removes duplicate events across distributed pipelines with low latency.
BeginnerIdempotencyDeduplicationStreaming
Real-Time Leaderboard with Anti-Cheat Detection
Design a real-time leaderboard system that serves millions of players with p99 rank reads under 80ms, handles 1.2M score updates/sec, and enforces explainable anti-cheat decisions.
AdvancedLeaderboardReal TimeGaming
Schema Evolution & Compatibility Platform
Design a platform that manages schema changes across services with compatibility guarantees, automated migration workflows, and data contract enforcement at scale.
AdvancedSchema RegistryData ContractsAvro
Change Data Capture (CDC) Pipeline
Design a system that captures database changes in real-time and streams them to downstream systems with schema evolution support, exactly-once delivery, and multi-database compatibility.
IntermediateStreamingDatabasesKafka
Geofencing & Location-Based Alert System
Design a system that triggers real-time alerts when millions of users enter or exit geographic zones, supporting complex polygon boundaries, high-frequency location updates, and sub-second detection latency.
IntermediateGeospatialReal TimeStreaming
Real-time Anomaly Detection Pipeline
Design a system that detects anomalies in streaming data using ML models with adaptive thresholds and explainable alerts
IntermediateMl InferenceStreamingObservability
Event Replay Platform for Debugging Microservices
Design an event replay platform that allows developers to capture, store, and replay events from microservices for debugging and testing purposes. Enable time-travel debugging across distributed systems.