Suman Saurav
@sumansaurav0243
Software Engineer at Primus Software Development India Pvt. Ltd.
New Delhi, Delhi, India
Generative AI Engineer with hands-on experience in RAG pipelines, LLM integration, prompt engineering, OCR exploration, and Python/Flask backend development. Focused on token optimization, hierarchical context modeling, dynamic follow-up systems, and large-scale insurance document automation.
Experience
Software Engineer
Primus Software Development India Pvt. Ltd.
I’m a Software Engineer worked in a data science team, primarily focused on building and optimizing RAG-based LLM systems using Python and Flask. Over the past year, I’ve worked on end-to-end retrieval pipelines — improving context accuracy by around 20% and reducing token usage by roughly 30% through better chunking, reranking, and compression techniques. I’ve integrated Azure OpenAI, FAISS, and Cohere rerankers into production workflows. I’m now looking to scale this experience by building more robust, production-grade AI systems.”
Education
Jaypee Institute of Information Technology
Bachelor of Technology
Electronics and Communication Engineering
Licenses & Certifications
Agentic AI Design Pattern
Analytics Vidhya
Model Context Protocol
Anthropic