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Rahul UserRU
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Rahul User

@rahuluser30

Senior software engineer building agentic AI, RAG-powered LLM systems, and scalable AWS data platforms for enterprise clients.

India
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What I'm looking for

I’m looking for a role where I can own end-to-end LLM/Agentic AI systems and data platforms—designing reliable pipelines, secure APIs, deployment, and observability in fast-paced, cross-functional teams.

I’m a Senior Software Engineer with 5+ years building production-grade AI systems, data pipelines, and LLM-powered platforms for enterprise clients including Google APAC and Dollar General.

I own end-to-end ML workflow design—from data ingestion and feature engineering through to model integration, deployment, and observability—so systems run reliably in real environments.

My core focus is Agentic AI orchestration and RAG-based systems: I’ve designed production LLM agent workflows with retrieval, schema-validated structured outputs, and aggregation, backed by full observability via Datadog.

I also build secure, scalable data platforms on AWS, including RESTful ML-serving APIs, JWT-based authentication with RBAC, and performance/cost optimizations like Redis cache-aside for inference responses. I strengthen delivery with CI/CD using GitHub Actions and operational automation via Retool.

Experience

Work history, roles, and key accomplishments

Sonata Software logoSS
Current

Senior Software Engineer

May 2025 - Present (1 year 3 months)

Designed and deployed a production Agentic AI system orchestrating autonomous LLM agents for parallel transcript analysis using RAG-based retrieval and schema-validated structured outputs, with observability via Datadog. Built supporting ML-integrated data pipelines and AI workflow APIs on AWS, including Redis caching, JWT authentication/RBAC, and RESTful ML-serving endpoints.

VL

Software Engineer

Visionwings Software Pvt. Ltd.

Apr 2021 - May 2025 (4 years 1 month)

Built scalable Python/Django backend for Google APAC’s Gup-Search partner portal, including OAuth2-secured RESTful APIs and ETL pipelines. Delivered batch and event-driven analytics pipelines with Pandas/NumPy, refactored a legacy Flask platform for improved reliability and performance, and developed additional data and notification-driven systems.

Education

Degrees, certifications, and relevant coursework

Jawaharlal Nehru Technological University Hyderabad logoJH

Jawaharlal Nehru Technological University Hyderabad

Bachelor of Technology, Computer Science

2015 - 2019

Bachelor of Technology in Computer Science at JNTU Hyderabad from 2015 to 2019.

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