Ganesh Madarasu
Community@ganeshmadarasu · Fairfax, VA
AI Engineer
Agent Skills by Ganesh Madarasu
Showing 8 vetted skills indexed across 1 GitHub repositories.
GaneshMadarasuproducer
Generate synthetic transaction streams with phase transitions for Kafka-based fraud detection.
GaneshMadarasufeature-engineer
Computes streaming transaction features from raw Kafka events.
GaneshMadarasualert-router
Route anomaly-score events into deduplicated alert records for fraud response.
GaneshMadarasuml-inference
Document the online anomaly scoring pipeline for Kafka-based fraud detection services.
GaneshMadarasudrift-detector
Detect data and concept drift in Kafka anomaly scores using ADWIN and DDM detectors.
GaneshMadarasupipeline-conventions
Enforce required implementation conventions for Kafka-based anomaly detection microservices.
GaneshMadarasuretraining-worker
Analyze Kafka-triggered model retraining workflows with Celery and Redis.
GaneshMadarasuinfrastructure
Validate anomaly detection pipeline infrastructure across Docker Compose, Kafka, Redis, TimescaleDB, Prometheus, and Grafana.