Ronak Jain
@ronakjain
MLOps and Cloud Data Engineer with expertise in AI/ML pipelines.
What I'm looking for
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
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%.
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.
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
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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