At System Group, I develop enterprise ERP products and customer-specific integrations in the Rahkaran ecosystem. I designed and led most of the backend development for an AI-native B2B Customers Club integrated with Rahkaran ERP, building services and APIs for customer engagement and business workflows.
At Saafaa, I designed and implemented an end-to-end RAG system for legal documents, from ingestion and parsing through retrieval and grounded response generation. I also contributed to Docling and developed retrieval workflows using Qdrant, hybrid retrieval, metadata filtering, and reranking.

