My work experiences across different companies and roles.
• Designed a retrieval-augmented system using Applied ML, Gen AI and LLMOps by integrating vector databases (e.g., FAISS) with LLMs for domain-specific question answering.
• Explored open-source LLMs (LLaMA / Mistral) and compared them with API-based models for cost-efficiency and scalability.
• Built and refined prompt-engineering pipelines to reduce hallucinations and improve contextual accuracy in AI outputs.
“Be steadfast in yoga, O Arjuna. Perform your duty and abandon all attachment to success or failure.”
— Bhagavad Gita
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