Must have exposure in GCP,Machine 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.
Hands-on 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 Ai's Generative AI studio. Handson experience in using Vertex AI PaLM API, including text-bison, chat-bison, and text embedding-gecko.
Knowledgeable in Prompt engineering design, techniques, and best practices. Skilled in creating prompts for ideation, text classification, text extraction and text summarization
