Vijayadarshan Reddy Algari Email & Phone Number

Hyderabad, In

Hyderabad, In

Hyderabad, Telangana, India

Design and Implement ML Solutions: Architect and deploy machine learning applications using AWS services such as SageMaker, EKS, Lambda, and EC2 tailored to meet business requirements.• Operationalize ML Models: Collaborate with Generative AI team members to operationalize machine learning models, ensuring seamless deployment, scalability, and performance.• CI/CD Pipelines for ML Workflows: Develop and maintain CI/CD pipelines for machine learning workflows, adhering to best practices in version control, testing, and deployment.• Performance Monitoring and Management: Oversee the performance of machine learning models in production, identifying and implementing optimization strategies for enhancement.• Cross-functional Collaboration: Work closely with various teams, including development, operations, and business units, to understand requirements and convert them into robust technical solutions.• Stay Updated and Innovate: Keep abreast of the latest AWS features and machine learning technologies, continuously innovating, and enhancing ML operations and infrastructure.

Hyderabad, Telangana, India

❑ Design, deploy and maintain scalable and reliable infrastructure for AI and ML Engineers.❑ Implementing Kubernetes solutions to host AL/ML workloads.❑ To register and versioning of ML model using MLFlow and Kubeflow.❑ Worked with Azure ML and Vertex AI to deploy and support ML workloads.❑ Configure and manage CI and CD pipelines for ML models.❑ Enable the alerts and monitoring the ML models.❑ Design, Build Kubernates clusters both Azure and Google Cloud infrastructure.

Singapore

Managing and supporting Cloudera Hadoop components like Hadoop HDFS, Hive, YARN, Spark, Kafka and Data Science Work bench etc...➢ Install and configure Cloudera Hadoop and Kafka using VMs, Docker and Kuberbetes.➢ Perform high-level, day-to-day operational maintenance, support, and upgrades the Kafka cluster.➢ Deploying a Hadoop cluster, maintaining a Hadoop cluster, adding and removing nodes usingcluster monitoring tools like Cloudera Manager.➢ Collaborating with application teams to install operating system and Hadoop updates, patches,version upgrades when required.➢ Integrating Kerberos authentication with Cloudera Hadoop for authentication andauthorization.➢ Working with data delivery teams to setup new Hadoop users.➢ Cluster maintenance as well as creation and removal of nodes using tools like Ganglia, Nagios andCloudera Manager Enterprise.➢ Manage and review Hadoop log files.➢ Integrated BI tools SAS and power BI with Hadoop eco system to generate the reports.➢ Involving in Implementation of various AWS cloud Application using Amazon EC2, S3, Elastic LoadBalancing (ELB), Elastic Block Storage (EBS), Cloud Watch, Identity Access Management (IAM) andVirtual Private Cloud (VPC).➢ Installing and managing the application hosted on Linux and windows OS.➢ Implementing proper User Administration and file System Management in Linux.

Bengaluru, Karnataka, India