GCP ML OpsC2H

Must have exposure in GCPMachine Learning vertex AI. Collaborated with data engineers and software developers to facilitate the deployment monitoring and maintenance
of machine learning models.

Experience in training and deploying AutoML and custom tabular/image models using Vertex AI.

Handson experience in designing implementing and maintaining robust data pipelines data transformation processes and data storage solutions on GCP utilizing Apache Beam Dataflow and BigQuery.

Demonstrated expertise in training evaluating and tuning ML models in BigQuery.

Handson experience with Docker Kubernetes Kubeflow and Cloud Build. Successfully created and managed CI/CD pipelines for machine learning model deployment ensuring automation and reproducibility with Cloud Build on GCP.

Familiar with security best practices including IAM Network security and data encryption in GCP.

Experienced in trouble shooting issues across E2E ML lifecycle from data preprocessing to model serving.

Adept with Vertex Ais Generative AI studio. Handson experience in using Vertex AI PaLM API including textbison chatbison and text embeddinggecko.

Knowledgeable in Prompt engineering design techniques and best practices. Skilled in creating prompts for ideation text classification text extraction and text summarization.