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Koushik Dhar

Sr. Manager, Engineering

DevRel Developer Engineering – US

Koushik Dhar has been with Cisco for 28 years with experience spanning engineering leadership and product development—currently leading the DevNet engineering organization. He has a CCIE #14192 with deep expertise in Routing & Switching, Collaboration, Security, IoT, and APIs. Koushik holds an MS from Purdue University, an MBA from MIT, and completed the General Management Program (GMP) at Harvard Business School.

Articles

June 23, 2025

DEVELOPER

The Silent Role of Mathematics and Algorithms in MCP & Multi-Agent Systems

3 min read

This blog explores how mathematics and algorithms form the hidden engine behind intelligent agent behavior. While agents appear to act smartly, they rely on rigorous mathematical models and algorithmic logic. Differential equations track change, while Q-values drive learning. These unseen mechanisms allow agents to function intelligently and autonomously.  From managing cloud workloads to navigating traffic, […]