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Ronak Jain

@ronakjain

MLOps and Cloud Data Engineer with expertise in AI/ML pipelines.

India
Message

What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my skills in AI/ML and cloud technologies to drive impactful projects.

I am an experienced AI Cloud Data Engineer with a strong background in building and optimizing scalable AI/ML pipelines and ETL workflows. My expertise lies in utilizing technologies such as PySpark, Kafka, and cloud-native services like Databricks and Snowflake. I have successfully automated CI/CD pipelines using Terraform and GitHub Actions, significantly reducing deployment times by 20% while ensuring robust infrastructure for machine learning workloads across multiple cloud platforms.

Throughout my career, I have demonstrated a commitment to enhancing observability and security in multi-cloud environments. I migrated security logging from Elasticsearch to OpenSearch, which centralized monitoring and supported real-time threat detection. My experience also includes developing Grafana dashboards integrated with Prometheus for proactive monitoring and incident response, showcasing my ability to blend technical skills with operational excellence.

As I continue to explore the evolving landscape of AI and MLOps, I am particularly focused on building GenAI-ready pipelines and applying best practices for model tracking and orchestration. I thrive in collaborative environments where I can contribute to innovative projects that drive efficiency and effectiveness in data engineering.

Experience

Work history, roles, and key accomplishments

MS
Current

AI Cloud Data Engineer

Mcafee (SkyHigh Security)

May 2023 - Present (2 years 3 months)

Successfully built and optimized scalable AI/ML pipelines and ETL workflows using PySpark, Kafka, Airflow/Dagster, and cloud-native services like Databricks, ADF, and Snowflake. Automated CI/CD pipelines using Terraform, GitHub Actions, and ArgoCD to provision infrastructure and deploy ML/AI workloads across AWS, Azure, and OCI, reducing deployment time by 20%.

IN

Software Engineer - Data Engineer

InfoObjects

Mar 2020 - Present (5 years 5 months)

Built scalable ETL pipelines in PySpark and deployed them on AWS and GCP platforms. Developed RESTful APIs using Flask to support ML inference and automation workflows.

TE

Software Trainee

Techkopra

Dec 2017 - Present (7 years 8 months)

Contributed to AWS Role Management and provisioning in cloud-based SaaS environments. Delivered internal Python projects (expense tracker, content aggregator) and assisted architecture planning across 3 teams.

Education

Degrees, certifications, and relevant coursework

RU

Rajasthan Technical University

Bachelor of Technology, Technology

2013 - 2017

Studied software systems and software applications with a hands-on approach, including Python, web technologies, and cloud-based development. Gained foundational knowledge in various aspects of technology.

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Ronak Jain - AI Cloud Data Engineer - Mcafee (SkyHigh Security) | Himalayas