Looking for a job

Shetty Shreya Jayaram

@shettyshreyajayaram

Message

I build production ML pipelines, platforms, and reliable model deployment infrastructure.

India

Message

What I'm looking for

I'm looking to build reliable ML platforms and deployment systems that help data scientists ship production models at scale, with opportunities to work across AWS, Kubernetes, LLMs, and MLOps tooling.

At New Relic, I build end-to-end AWS SageMaker pipelines for recommendation, churn prediction, and anomaly detection models, covering feature engineering through monitoring.

I created a SageMaker Feature Store and an internal LLM Gateway package used by data science and ML engineering teams for reusable data, routing, summarisation, and monitoring utilities.

Previously at Mitsogo Technologies (Hexnode), I provisioned AWS infrastructure, orchestrated Kubernetes workloads, automated GitLab CI/CD deployments, and established Grafana and Prometheus observability for production systems.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer - MLOps

Current

New Relic

Dec 2024 - Present (1 year 9 months)

Built end-to-end MLOps pipelines on AWS SageMaker for production ML models across recommendation, churn prediction, and anomaly detection. Designed and maintained a SageMaker Feature Store and developed model monitoring pipelines to track data and feature drift.