AI / ML Engineer • Generative AI • MLOps • Real-Time ML Systems

An AI/ML & MLOps Engineer with 2+ years of hands-on experience designing, deploying, and scaling intelligent systems in production environments.

Specialized in scalable MLOps pipelines, CI/CD automation, and cloud-native AI deployments across Kubernetes, Azure, and AWS.

Passionate about building reliable, observable, and high-performance AI systems that drive measurable business outcomes.

I'm B. Janardhana Biliya, an AI/ML & MLOps Engineer focused on building production-ready machine learning systems.

With 2+ years of hands-on experience, I design scalable ML pipelines, automate CI/CD workflows, and deploy cloud-native AI applications across Kubernetes, Azure, and AWS.

I am passionate about transforming machine learning models into robust, observable, and high-impact AI products that deliver real-world business value.

Designing and deploying reliable ML systems that perform confidently in live production environments.

CI/CD automation, containerization, Kubernetes orchestration, and scalable AI deployments.

Building AI systems aligned with measurable business outcomes and long-term scalability.

Designing, training, validating, and deploying production-grade machine learning systems that solve real-world business problems.

Building scalable MLOps pipelines with experiment tracking, model versioning, containerization, and automated CI/CD workflows.

Deploying secure, high-availability AI services across Kubernetes clusters and cloud platforms like Azure and AWS.