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Pratul Parmar

@pratulparmar

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Generative AI engineer building production RAG systems, LLM agents, and AI automation pipelines.

India

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What I'm looking for

I seek remote roles building production RAG systems, agentic LLM workflows, and AI automation in collaborative, engineering-driven teams with opportunities to deliver API-ready, scalable solutions.

I am a generative AI engineer focused on building production-oriented RAG systems, multi-agent LLM workflows, and AI automation pipelines that turn unstructured data into reliable, API-ready services. I have delivered domain-specific assistants and backend-driven AI services for complex technical documentation and news ingestion, reducing manual effort and improving classification accuracy.

My background includes hands-on experience designing task-specific agents, table-aware PDF parsing, and end-to-end applied AI systems for retrieval, evaluation, and automation. I combine engineering rigor from prior aircraft structures experience with applied ML toolkits to deliver scalable, production-ready solutions.

Experience

Work history, roles, and key accomplishments

Current

Generative AI Engineer

Current

Independent

Jan 2019 - Present (7 years 5 months)

Built production-oriented RAG systems, multi-agent LLM workflows, and AI automation pipelines powering technical documentation retrieval and decision-support services, reducing manual curation by 95% and delivering 4,060 categorized articles daily for a news ingestion system.

Python fastAPI ChromaDB Pinecone N8n

Design Engineer - Aircraft Structures

Tech Mahindra

Jan 2016 - Dec 2019 (3 years 11 months)

Led retrofit design activities for Airbus A380 interiors including CATIA V5 modeling and compliance with airworthiness constraints, managed configuration changes, and supported client-facing modification programs for airlines.

Aircraft Structures Catia Technical Documentation Configuration Management

Education

Degrees, certifications, and relevant coursework

Nitte Meenakshi Institute of Technology

Bachelor of Engineering, Mechanical Engineering

2012 - 2016

Grade: GPA 7.75/10.0

Completed a Bachelor of Engineering in Mechanical Engineering with a focus on engineering systems and practical applications, graduating with a GPA of 7.75/10.0.