Sreehari Pranesh

Cloud Engineer @ Mu-sigma | Generative AI | Azure Devops | GCP | Python | Kubernetes | Docker | Helm | Terraform

Role
Decision Scientist at Mu Sigma Inc.
Location
Bengaluru, KA, IN
LinkedIn followers
500 followers

About Sreehari Pranesh

I’m a Cloud Engineer at Mu Sigma with hands-on experience in Azure and GCP cloud…

Experience

  1. Decision Scientist

    Mu Sigma Inc.

    Jun 2023 — Present · Bengaluru, IN

    Client Network Analysis (Generative AI & Knowledge Graphs)Developed Neo4j-based graph enrichment pipelines integrated with LangChain for contextual reasoning and traceability. Built an ontology and contextual understanding framework using LinkedIn data via knowledge graph augmentation, enhancing relationship mapping and insights.MARS (AI Workflow – Computer Vision, NLP, NER)Contributed to Computer Vision and Natural Language Processing (NLP) modules with Named Entity Recognition (NER) for document intelligence workflows. Optimized model performance and deployed inference pipelines using Kubernetes for scalability.UCEP, GuruMitra, NJP, Cognitron (DevOps & Cloud Engineering)Led DevOps initiatives, developing 100+ CI/CD pipelines for Dev, QA, and Production environments using Azure DevOps. Built cloud-agnostic frameworks for Azure and GCP, enabling seamless multi-cloud deployment and 40% cost reduction through optimization of VMs, Kubernetes scaling, and storage. Automated cost and performance reporting and SonarQube notifications using Python and Playwright. Designed and maintained Kubernetes deployments using Helm and Terraform, integrated Grafana dashboards with Prometheus rules, and implemented blob cleanup and VM storage alerts. Hands-on with Azure Web Apps, Logic Apps, Key Vault, Blob Storage, and VM management for full-stack cloud operations.LLM Infrastructure & Cloud AutomationArchitected and deployed LLM infrastructures using VLLM deployment of Phi-4, Llama-3,Llama-3.1, Meta models with seamless scalability on Azure. Managed Kubernetes clusters across Dev, QA, and Production, automated Azure cost analysis via Python scripts, and configured GPU-based VMs to accelerate AI model training and inference, ensuring operational efficiency, scalability, and high availability.

Education

  • Sri Krishna College of Engineering and Technology

    Bachelor of Information Technology

  • Tvs Matriculation Higher Secondary School

    Schooling

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Sreehari Pranesh — Decision Scientist at Mu Sigma Inc. in Bengaluru, KA, IN | Unifers