Selected engineering work
Projects & systems
Representative areas of engineering experience. Detailed implementations and internal systems are not publicly shared.
Multimodal brand-safety inference
Production classification pipelines for video, audio, and images, using GPU-optimized models and multimodal processing.
Iterative model improvement
Databricks workflows combining vector search, LLM-assisted annotation, PyTorch training, MLflow, and Kubernetes deployment.
Distributed DAG execution
Runtime DAG construction, parallel execution, and resource allocation across distributed workers.