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I'm Sampath Valluri, an AI/ML Software Engineer with 3+ years of experience building and owning production ML and GenAI systems at scale. I architect fault-tolerant data pipelines, deploy production ML and GenAI services, and lead LLM-powered RAG workflows and real-time anomaly detection for cybersecurity and cyber-resilience platforms. Previously at Wipro, I contributed across full-stack development, cloud deployment on AWS, and AI/ML integration across enterprise-grade applications. I’m known for translating ambiguous requirements into shipped products, mentoring engineers, and delivering measurable impact.…I'm Sampath Valluri, an AI/ML Software Engineer with 3+ years of experience building and owning production ML and GenAI systems at scale. I architect fault-tolerant data pipelines, deploy production ML and GenAI services, and lead LLM-powered RAG workflows and real-time anomaly detection for cybersecurity and cyber-resilience platforms. Previously at Wipro, I contributed across full-stack development, cloud deployment on AWS, and AI/ML integration across enterprise-grade applications. I’m known for translating ambiguous requirements into shipped products, mentoring engineers, and delivering measurable impact.

Sampath Valluri

AI Developer, Full Stack Developer, Data Scientist, +2

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I'm Sampath Valluri, an AI/ML Software Engineer with 3+ years of experience building and owning production ML and GenAI systems at scale. I architect fault-tolerant data pipelines, deploy production ML and GenAI services, and lead LLM-powered RAG workflows and real-time anomaly detection for cybersecurity and cyber-resilience platforms. Previously at Wipro, I contributed across full-stack development, cloud deployment on AWS, and AI/ML integration across enterprise-grade applications. I’m known for translating ambiguous requirements into shipped products, mentoring engineers, and delivering measurable impact.…I'm Sampath Valluri, an AI/ML Software Engineer with 3+ years of experience building and owning production ML and GenAI systems at scale. I architect fault-tolerant data pipelines, deploy production ML and GenAI services, and lead LLM-powered RAG workflows and real-time anomaly detection for cybersecurity and cyber-resilience platforms. Previously at Wipro, I contributed across full-stack development, cloud deployment on AWS, and AI/ML integration across enterprise-grade applications. I’m known for translating ambiguous requirements into shipped products, mentoring engineers, and delivering measurable impact.

Available to hire

I’m Sampath Valluri, an AI/ML Software Engineer with 3+ years of experience building and owning production ML and GenAI systems at scale. I architect fault-tolerant data pipelines, deploy production ML and GenAI services, and lead LLM-powered RAG workflows and real-time anomaly detection for cybersecurity and cyber-resilience platforms.

Previously at Wipro, I contributed across full-stack development, cloud deployment on AWS, and AI/ML integration across enterprise-grade applications. I’m known for translating ambiguous requirements into shipped products, mentoring engineers, and delivering measurable impact.

Skills

Experience Level

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Software Developer (AI/ML) at Databricks

January 1, 2025 - Present

Architected fault-tolerant data pipelines processing 10TB+ daily across structured and unstructured sources using Python, Apache Spark, and SQL; cut feature engineering latency by 40% and eliminated training inconsistencies. Designed and productionised PyTorch deep learning and gradient-boosted models for real-time anomaly detection across 50M+ daily events; achieved 18% accuracy gains, 25% fewer false positives, saving 3 analyst hours daily. Built production RAG pipelines using LLM embeddings over 2M+ security logs and documents; surfaced contextual threat intelligence at query time and reduced mean time-to-insight by 60% without retraining costs. Owned full MLOps lifecycle for 8 production ML and GenAI services using Docker, Kubernetes, MLflow, and CI/CD; automated drift detection achieving 99.5% uptime and accelerating deployments from monthly to weekly cadence. Built low-latency FastAPI inference services handling 10K+ requests per second at sub-80ms p99 latency; integrated with 4

Software Developer at Wipro

January 1, 2022 - December 1, 2023

Led end-to-end development of a scalable AI-powered web platform using Python, FastAPI, and REST APIs; reduced system latency by 20% and accelerated feature delivery by 30% for 5,000+ daily users. Designed and implemented responsive front-end interfaces with React.js, JavaScript, HTML, and CSS; improved user experience and client engagement by 25%. Built GenAI features using Large Language Models, LangChain, OpenAI API, prompt engineering, and embeddings, enabling intelligent search, automated content generation, and faster user query resolution. Implemented Retrieval-Augmented Generation pipelines using vector databases, semantic search, embedding workflows, and document chunking to improve knowledge retrieval accuracy by 35%. Containerized AI services with Docker and deployed to AWS EC2/Lambda; established GitHub Actions CI/CD, doubling release frequency and achieving 85% code coverage.