Senior Software Engineer specialising in production machine learning, recommender systems, learning to rank, and reliable low-latency model serving.
Build → Evaluate → Serve → Operate
Python · PyTorch · scikit-learn · LightGBM · XGBoost · Feature engineering
SQL · MLflow · Temporal evaluation · A/B testing · Drift detection
FastAPI · gRPC · Redis · PostgreSQL · Progressive delivery
Kafka · Spark · Kubernetes · Docker · AWS · Google Cloud · Prometheus · Grafana