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Shivprasad Roul

Shivprasad Roul

AI Engineer focused on GenAI backends, RAG pipelines, and agents

shivprasadroul
Chennai, India
143 connections
Joined March 2026
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Summary

Builds production-grade GenAI backends: Shivprasad focuses on building scalable backend systems for Generative AI—RAG pipelines, LLM orchestration, agentic workflows, async processing, and AWS-hosted data pipelines—demonstrated by his portfolio work and engineering descriptions. sprlabs+1
Practical RAG and real-time agent experience: He has implemented end-to-end RAG platforms (large-scale document ingestion, vector search, memory layers) and integrated voice/WhatsApp agents to reduce latency and maintain conversational continuity. sprlabs
Founder and student-leader with social impact focus: As founder of Medift and a multi-year leader at Enactus KIIT, he blends product-building with entrepreneurship and led a large student team that won national recognition and represented India internationally. vercel+1
Open-source practitioner and technical writer: Active on GitHub and Hashnode, he publishes detailed engineering write-ups and open-source projects that emphasize reliability, deployability, and backend-first principles. github+1

Work

Education

Projects

Writing

Building a Production-Grade Async OpenAI Status Tracker

February 1, 2026

A technical walkthrough describing goals and implementation details for an async service that tracks OpenAI's RSS feeds, persists incidents to Postgres, and exposes a FastAPI API.

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Understanding HTTP from First Principles

January 1, 2026

Explains HTTP fundamentals and backend developer perspectives, emphasizing conceptual understanding beyond memorization of status codes and methods.

Favicon imageshivprasadroul.hashnode.dev

My RAG Pipeline Keeps Failing: Here’s How I’m Fixing It

August 1, 2025

Practitioner-focused post on debugging and stabilizing Retrieval-Augmented Generation pipelines and practical fixes for common failure modes.

Favicon imageshivprasadroul.hashnode.dev

Hobbies

Writes technical blog posts about GenAI and backend systems. hashnode