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Ranjitha Kulkarni
Machine learning and NLP engineer with experience at Microsoft and Dropbox, now at NeuBird.ai, focusing on building LLM-powered products, agents, and reliable AI systems.
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Oct 10, 2025
• 60min
Building reliable AI products in the era of Gen AI and Agents - Ranjitha Kulkarni
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Ranjitha Kulkarni, a machine learning and NLP engineer with experience from Microsoft and Dropbox, now leads efforts at NeuBird.ai to create LLM-driven AI products. She shares fascinating insights on building reliable AI systems in the age of generative AI, emphasizing the importance of context engineering and dynamic planning. Ranjitha also discusses the evolution of agent technology, the role of retrieval in their design, and the future potential of agent marketplaces. Her practical tips on evaluating AI agents and the challenges of ensuring reliability are invaluable.
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