Violet Guo

Hi there

I'm a software engineer and a machine learning engineer. I can dive deep into machine learning (deep or classic) models and papers, and I also productionize them.

Welcome!😄

I am a software engineer with 5 years of full stack development experience, and 2 years of applied machine learning experience. My past work spans multiple domains.

  • Machine learning: Tackled data including audio, images, time series, health care data, natural languages, chemical molecules
  • Full stack development: identity management (SSO, OAuth), APIs for delivery and fulfillment platforms.
  • Privacy: data governance, advertising signals

In terms of tech stack, I have worked with the following

  • Programming: Python, SQL, Bash, React, Go, GraphQL, JavaScript, TypeScript, Git
  • Data: Airflow, Snowflake, BigQuery, Looker, LookML, PyTorch, Tensorflow
  • Tools: Terraform, Protobuf, gRPC, Open API, AWS, Bazel, Docker, Jenkins, Jira, CI/CD, Google Cloud
  • Monitoring: Datadog, Prometheus, Grafana, Sentry

It's a pleasure meeting you. If you'd like to learn more about my work, please checkout my Youtube channel where I explain my projects in depth.

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