Shivprasad Roul
AI Engineer focused on GenAI backends, RAG pipelines, and agents
shivprasadroul
Chennai, India
127 connections
Joined March 2026
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, 2026A 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.
Understanding HTTP from First Principles
January 1, 2026Explains HTTP fundamentals and backend developer perspectives, emphasizing conceptual understanding beyond memorization of status codes and methods.
My RAG Pipeline Keeps Failing: Here’s How I’m Fixing It
August 1, 2025Practitioner-focused post on debugging and stabilizing Retrieval-Augmented Generation pipelines and practical fixes for common failure modes.