Uses

What I use

The languages, frameworks, and infrastructure I reach for, and why.

AI/ML:

  • OpenAI, Azure OpenAI, Anthropic, Hugging Face
  • Transformers, Sentence Transformers, spaCy
  • scikit-learn, PyTorch, TensorFlow, MLflow, ONNX

Search & Data:

  • PostgreSQL + pgvector, Redis, RabbitMQ, S3/MinIO

Serving & Infra:

  • FastAPI, Docker, Kubernetes (Helm)
  • Observability: Prometheus, OpenTelemetry, Grafana, Jaeger