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Hi, I'm Srilakshmi Velpuri, a software developer with 5 years of experience focusing on machine learning infrastructure, cloud-native development, and automating AI/ML workflows. I enjoy building scalable, reliable ML systems using AWS services and have delivered impactful solutions like RAG-based chatbots and fraud detection engines. I'm passionate about creating modular and reusable cloud infrastructure that enables teams to adopt ML securely and efficiently at scale. With strong skills in Python, Kubernetes, and CI/CD pipelines, I love collaborating across teams to improve ML system reliability and governance.…Hi, I'm Srilakshmi Velpuri, a software developer with 5 years of experience focusing on machine learning infrastructure, cloud-native development, and automating AI/ML workflows. I enjoy building scalable, reliable ML systems using AWS services and have delivered impactful solutions like RAG-based chatbots and fraud detection engines. I'm passionate about creating modular and reusable cloud infrastructure that enables teams to adopt ML securely and efficiently at scale. With strong skills in Python, Kubernetes, and CI/CD pipelines, I love collaborating across teams to improve ML system reliability and governance.

Srilakshmi Velpuri

Developer, AI Engineer, Cloud Developer, +2

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Hi, I'm Srilakshmi Velpuri, a software developer with 5 years of experience focusing on machine learning infrastructure, cloud-native development, and automating AI/ML workflows. I enjoy building scalable, reliable ML systems using AWS services and have delivered impactful solutions like RAG-based chatbots and fraud detection engines. I'm passionate about creating modular and reusable cloud infrastructure that enables teams to adopt ML securely and efficiently at scale. With strong skills in Python, Kubernetes, and CI/CD pipelines, I love collaborating across teams to improve ML system reliability and governance.…Hi, I'm Srilakshmi Velpuri, a software developer with 5 years of experience focusing on machine learning infrastructure, cloud-native development, and automating AI/ML workflows. I enjoy building scalable, reliable ML systems using AWS services and have delivered impactful solutions like RAG-based chatbots and fraud detection engines. I'm passionate about creating modular and reusable cloud infrastructure that enables teams to adopt ML securely and efficiently at scale. With strong skills in Python, Kubernetes, and CI/CD pipelines, I love collaborating across teams to improve ML system reliability and governance.

Available to hire

Hi, I’m Srilakshmi Velpuri, a software developer with 5 years of experience focusing on machine learning infrastructure, cloud-native development, and automating AI/ML workflows. I enjoy building scalable, reliable ML systems using AWS services and have delivered impactful solutions like RAG-based chatbots and fraud detection engines.

I’m passionate about creating modular and reusable cloud infrastructure that enables teams to adopt ML securely and efficiently at scale. With strong skills in Python, Kubernetes, and CI/CD pipelines, I love collaborating across teams to improve ML system reliability and governance.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Software Development Engineer at Amazon

October 1, 2022 - Present

Designed and developed scalable machine learning systems on AWS including a fraud detection batch inference pipeline, a retrieval-augmented generation chatbot platform, an internal ML drift detection platform, and an auto-remediation framework for SageMaker endpoints. Delivered improvements in model precision, operational uptime, and compliance visibility, leveraging services such as SageMaker, Lambda, Step Functions, MLflow, CloudWatch, and Amazon Bedrock. Enhanced automation with prompt engineering, version control, and security features adopting best practices in ML system reliability and governance.

Software Developer at Cognizant Technology Solutions

July 31, 2021 - August 1, 2025

Created containerized ML deployment pipelines with Docker and SageMaker, automated deployments and rollbacks using AWS CodePipeline and CloudFormation, and developed fault-tolerant APIs that increased reliability and reduced deployment time. Standardized ML delivery patterns across teams and improved cross-environment portability.

Software Developer Intern at Cognizant Technology Solutions

March 31, 2019 - August 1, 2025

Built and optimized batch data processing pipelines with AWS Lambda and Amazon S3 to enhance data throughput by 25%. Assisted in model tuning and retraining workflows resulting in a 15% improvement in model accuracy.