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gouri dafali

@gouridafali

AI Solutions Engineer at Isan Data Systems who built Cloud Agentra’s agent backend and multilingual RAG across 29 Indian languages.

India

Message

At Isan Data Systems, I’m a core contributor to Cloud Agentra, a live B2B SaaS platform serving 100+ customers. I built its LLM agent backend with Claude and OpenAI, plus LangGraph workflows that turn natural-language queries into executable API calls across AWS, Azure, GCP, and OCI.

I also shipped the Support Chat Agent, grounded in product documentation, runbooks, and tickets, and designed a production multilingual RAG pipeline with offline-capable retrieval across 29 Indian languages. I own the GitHub Actions CI/CD workflows and deployment process for the platform.

Experience

Work history, roles, and key accomplishments

Current

AI Solutions Engineer

Current

Isan Data Systems

Oct 2025 - Present (1 year 1 month)

Core contributor to Cloud Agentra, a B2B SaaS platform, building LLM agent backends and LangGraph workflows. Designed and deployed a multilingual RAG pipeline across 29 Indian languages and owned CI/CD processes.

Claude OpenAI LangGraph RAG BGE M3 Sqlite Vec FTS5 Bge Reranker V2 M3 GitHub Actions Docker AWS Azure GCP OCI fastAPI Nginx Systemd

AI Engineer Intern

Isan Data Systems

Sep 2024 - Sep 2025 (1 year)

Built conversational AI prototypes and prompt-engineering experiments that fed into the production Cloud Agentra platform. Trained CNN and LSTM models and integrated them into LangChain/LangGraph pipelines.

PyTorch TensorFlow CNN LSTM Lang Chain LangGraph GitHub Actions Prompt Engineering