Ramya Sree K
I design and deploy scalable cloud architectures, automated CI/CD pipelines, and production-ready Generative AI systems using LLMs, vector databases, and retrieval pipelines.
About
My journey in software engineering began with building scalable backend systems and cloud deployments, where I developed a strong foundation in microservices, automation, and infrastructure. Over time, that curiosity evolved into a deeper interest in DevOps practices and modern AI systems, leading me to work at the intersection of Cloud, DevOps, and Generative AI. Today, I design and deploy production-ready applications by combining cloud infrastructure with intelligent AI capabilities. I automate environments using Terraform, Docker, Kubernetes, and CI/CD, deploy services on AWS, and build LLM-powered systems such as Retrieval-Augmented Generation (RAG) pipelines, RBAC-secured AI workflows, and multi-agent systems. My work involves technologies like OpenAI, LangChain/LangGraph, Pinecone/FAISS, and Amazon Bedrock, where I focus on creating solutions that are secure, scalable, and practical for real-world use. I enjoy solving engineering problems that sit at the intersection of reliability, automation, and intelligence, and I’m currently seeking opportunities where I can contribute across backend engineering, DevOps, and applied Generative AI.
Technical Skills
Programming Languages
Python • Java
Backend Development
FastAPI • Flask • Spring Boot • REST APIs • Microservices
Generative AI & LLM
OpenAI APIs • RAG • RBAC RAG • LLMs • AI Agents • LangChain • LangGraph • CrewAI • Llama • Claude • Vertex AI • Amazon Bedrock
Machine Learning & AI
Deep Learning • NLP • Transformers • TensorFlow • PyTorch • Scikit-learn • MLflow • W&B
Vector & Databases
Pinecone • FAISS • Vector Stores • SQL • NoSQL
Cloud Platforms
AWS • GCP • Azure
AWS Services
S3 • IAM • ECS • EKS • CodePipeline • CodeBuild • CodeDeploy • CloudWatch • API Gateway
DevOps & Infrastructure
Docker • Kubernetes • Terraform • Ansible • GitHub Actions • Linux • CI/CD
Monitoring & Quality
Datadog • Prometheus • SonarQube • JaCoCo • JUnit • Mockito
Tools & Practices
Git • GitHub • Agile/Scrum • Observability • Testing