
Shivanesan S
GCP Data Engineer
Competenze

Consulta i miei servizi

Esperienza lavorativa
Data Engineer
Randstad Singapore • Full time
Feb 2023 - Present • 3 yrs 3 mos
Scalable ML Pipelines: Designed and optimized scalable ETL/ELT pipelines using Apache Airflow and BigQuery, integrating Vertex AI to automate the training and deployment of predictive models on operational data. Developed automated data ingestion workflows using Google Cloud Storage, Bigquery, and Dataproc, reducing manual intervention and increasing pipeline reliability by 40% Predictive Insights: Built responsive web applications (POC) using Next.js and Python, integrating LLM-powered search and Generative AI features to provide stakeholders with natural language queries for real-time operational insights. Optimized PySpark jobs and SQL queries in BigQuery, improving data processing performance and reducing computational costs by 70% Implemented data quality monitoring dashboards and automated testing procedures, ensuring data accuracy and pipeline stability Cross-Functional Collaboration: Collaborated with Data Science teams to translate complex business requirements into scalable technical solutions, leveraging Google Cloud Vertex AI for model versioning and lifecycle management.