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Srinivasan User · Senior Software Engineer – AI Systems · web2ua

Talents
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Srinivasan User

Srinivasan User

Open to opportunities

Senior Software Engineer – AI Systems

I build production RAG and agentic AI systems for regulated fintech workflows.

IndiaSenior Software Engineer – AI Systems at XYMA Analytics

Experience

Senior Software Engineer – AI Systems
Architected production RAG systems for regulatory and industrial corpora, implementing hybrid retrieval with cross-encoder reranking. Designed agentic AI systems for financial dispute resolution and deployed auto-scaling inference services on AWS and GCP.
RAGHybrid Search

LangGraph

Pydantic

GROQ

LLaMA 3.3 70B

Qdrant

ChromaDB

Langfuse

MongoDB Atlas

AWS

GCP

Docker

GitHub Actions

Redis

Junior Software Engineer

Prototyped RAG and LLM workflows using OpenAI APIs, prompt chaining, embeddings, and semantic retrieval. Developed embedding pipelines and built full-stack applications with Python, Node.js, React.js, and TypeScript, including IoT ingestion and monitoring systems.

RAGLLMOpenAI APIPrompt ChainingEmbeddingsSemantic RetrievalSentence TransformersChromaDBPythonNodeJSReactTypeScriptMongoDBPostgreSQLREST APIsIoTTime Series Analytics

Education

Vellore Institute of Technology
Pursued a Master of Computer Application degree, focusing on advanced computing and software development.

Overview

Location: India
Skills: Agentic AIAmazon API GatewayAmazon ECRAsyncIOAWSAWS LambdaAWS SagemakerBGE SmallBM25ChromaDBCI CDCloud RunComputation EnginesCrawl4AIDockerEmbeddingsETLfastAPIFastEmbedGCPGenerative AIGitHubGitHub ActionsGROQGuardRailsHybrid SearchJSONKubernetesLang ChainLangfuseLangGraphLangsmithLarge Language ModelsLLaMA 3.3 70BMongoDBMongoDB AtlasNodeNodeJSOpenAI APIPDF ParsingPineconePostgreSQLPrompt EngineeringPydanticPythonQdrantReactRedisREST APIsS3Semantic SearchStructured Logging SystemsTypeScriptVertex AIWeaviateXML
Seniority: Senior

Links

Website
https://srinivasanr.netlify.app
https://https://x.com/rsrinivasan_
https://https://linkedin.com/in/srinivasanr8
https://https://github.com/Srinivasan8888

Profile sourced from Himalayas.