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Chirag Mohan

@chiragmohan

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Software Development Engineer at Edra Labs building production RAG platforms and distributed industrial data pipelines.

India

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At Edra Labs LLP, I architect backend services for a production RAG platform, covering data ingestion, chunking, retrieval, and low-latency APIs across industrial datasets. I also developed distributed pipelines for conversational memory and for processing data from web pages, PDFs, images, and videos.

I built scalable API and ingestion infrastructure at Edra Labs, including services for 20+ datasets and processing across 40+ workers. Previously, at Xpressbees Logistics, I owned and scaled an Auto-IVR backend handling 5000+ calls per day and integrated AWS SQS and Lambda for asynchronous workflows.

Experience

Work history, roles, and key accomplishments

Current

Software Development Engineer

Current

Edra Labs LLP

May 2024 - Present (2 years 5 months)

Architected scalable backend services for a production RAG platform, handling ingestion, chunking, retrieval, and low-latency API responses across large industrial datasets. Built distributed pipelines for conversational memory, embedding generation, and semantic retrieval using Celery, Redis, Mem0, Zep, and Qdrant.

Python TypeScript ExpressJS Prisma Redis Qdrant Typesense Celery AWS Docker Claude Code RAG Pipeline Embeddings Prompt Tuning OpenAI API Agentic Workflows SigNoz Distributed Systems Scalability Caching System Design

Software Development Engineer

Xpressbees Logistics

Jan 2023 - Apr 2024 (1 year 3 months)

Owned and scaled a high-throughput multi-threaded Auto-IVR backend platform handling 5000+ calls/day with asynchronous processing, scheduling, and retry workflows. Managed production infrastructure on Linux (CentOS) with AWS RDS connectivity via AutoSSH, and integrated AWS SQS and Lambda for asynchronous service communication.