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Rameez Banka

@rameezbanka

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I build GenAI backend systems for RAG, semantic search, multimodal retrieval, and enterprise automation.

India

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What I'm looking for

I'm looking to build production GenAI backend systems involving RAG, multimodal retrieval, semantic search, AI agents, and enterprise automation.

At Bootlabs, I build GenAI backend systems that make enterprise data easier to search, evaluate, and use through natural-language interfaces.

I've designed RAG systems for structured and unstructured sources including PDFs, documents, and web data, integrating LLMs, embeddings, FAISS, BigQuery, and Qdrant to improve retrieval relevance and response accuracy.

For Mahindra & Mahindra, I contributed to the M GenAI Platform, document intelligence workspaces, PFMEA workflows, and a multimodal image retrieval system using DINO, Grounding DINO, and Qdrant.

I also build practical AI automation, including vehicle-manual chatbots, resume screening and candidate scoring systems, database chat solutions, and calendar-integrated interview scheduling services using Python, FastAPI, microservices, and cloud platforms.

Experience

Work history, roles, and key accomplishments

Current

GenAI Backend Developer

Current

Bootlabs

Jan 2025 - Present (1 year 8 months)

Engineered image-to-image semantic search and RAG-based AI systems for structured and unstructured data. Developed AI agents, chat-with-database solutions, and HR automation systems.