Yash Pratap Singh Email & Phone Number

Gurugram, Haryana, India

Gurugram, Haryana, India

• MLOps consultant responsible for designing, implementing and delivering ML solution operationalization and orchestration for customers, aiding in the maturation of MLOps practice for both parties.
• Orchestrated CI/CD of ML workflows on Databricks using GitLab CI.
• Performed optimization of DS-Spark workflows & compute, reducing costs by 85% vs legacy configuration while maintaining SLAs.
• Designed & developed an accelerator framework for end-to-end ML lifecycle operationalization on Databricks.

Noida, Uttar Pradesh, India

• Developed ARIMA-based time-series forecasting models on GCP to predict network degradation scenarios.
• Developed Kubeflow pipelines using Kale to operationalize an Ensemble learning framework for an adaptive demand forecasting system.
• Built an end-to-end ML framework to facilitate predictive maintenance of IoT-enabled machinery.

Gurugram, Haryana, India

• Orchestrated containers on Google Kubernetes Engine with monitoring runtime metrics and maintaining SLOs.
• Worked on CI-CD DevOps pipelines using Jenkins to efficiently facilitate development of microservices.

Gurgaon, Haryana, India

• Worked on developing cloud-based data analytics system, using GCP and PySpark.
• Performed ETL of big data datasets on BigQuery & Cloud SQL.
• Contributed in system architecture planning & design phases & worked on producing functioning prototypes.

Master Of Technology - Mtech, Data Science And Engineering

Bachelor Of Technology - Btech, Information Technology

Computer Science