Prafull Pathe
Machine learning Engineer at General Mills | GCP, Terraform, CI/CD Automation
- Role
- Machine Learning Engineer at General Mills
- Location
- Nagpur, MH, IN
- LinkedIn followers
- 500 followers
About Prafull Pathe
As a Cloud Engineer at Ford Motor Company, I specialize in automating infrastructure and streamlining CI/CD pipelines to enhance development and deployment processes. With a strong foundation in Infrastructure-as-Code (IaC) using Terraform and Ansible, I have consistently delivered scalable, efficient, and repeatable deployment solutions. My expertise spans across cloud technologies, particularly Google Cloud Platform (GCP), where I leverage tools like Cloud Functions, BigQuery, and Cloud Monitoring to optimize system performance and availability. I’m also passionate about Machine Learning and its integration with cloud environments, having led initiatives in anomaly detection and cost optimization through advanced data analytics. Throughout my career, I have achieved significant success in reducing operational costs and improving system efficiency. One of my key accomplishments includes deploying a machine learning model for anomaly detection that led to a 20% reduction in operational costs at Ford. Additionally, I spearheaded the migration of legacy systems to cloud-based solutions, enhancing scalability and business continuity. I am highly skilled in using tools such as Terraform, GitLab CI, Tekton, and Kubernetes, and have a proven track record in delivering high-quality technical support and fostering customer success. With a customer-first approach, I ensure that solutions are both innovative and aligned with business needs, making me a valuable asset for IT product-based companies looking to scale and innovate in their cloud and DevOps strategies.
Experience
Machine Learning Engineer
Feb 2025 — Present · IN
Education
Rashtrasant Tukadoji Maharaj Nagpur University
Bachelor of Engineering - BE
2017 — 2021
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