MLDS speaker · 2026
Sanketh Gadadinni
Senior AI EngineerMathCo
About Sanketh Gadadinni
As a Senior AI Engineer at MathCo, Sanketh works at the at the intersection of Generative AI, agentic workflows, and intelligent assistant systems. With over five years of experience in AI and data engineering, he specializes in building AI-powered systems that help organizations streamline complex business processes and interact with data through natural language interfaces. Sanketh’s work bridges the gap between conversational AI and real business workflows, ensuring that systems don’t just respond, but reason and retain context across multi-step interactions, translating technical capability into meaningful enterprise value.
1 edition on the MLDS stage · 1 session on record

Talks at MLDS
Sessions from the MLDS agendas, newest first.
MLDS 2026
Bengaluru
26–27 Mar 2026Mar 26, 2026 · 14:55–15:15 · Hall 1 · Bengaluru
Keynotes / Tech TalksBuilding Smarter AI Agents with Memory and Context
As AI agents evolve from experimental prototypes to real-world production systems, enterprises are realizing that model capability alone is not enough. The true challenge lies in how agents manage, retrieve, and retain information across complex, long-running workflows. Getting this right is often the difference between an impressive demo and a system that consistently delivers value. Building effective agentic AI requires a strong approach to context and memory. Developers must understand how different memory types such as in-context, external, episodic, and semantic work together, and when to use each. Techniques like Retrieval-Augmented Generation (RAG) help bridge knowledge gaps, while thoughtful design ensures agents can retain and use information across sessions. Join us for this Tech Talk where Sanketh and Anshul will break down how context and memory shape intelligent agents. Walk away with a practical framework for building AI agents that remember, reason, and scale reliably.
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