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Aaryan
Y V S
Machine Learning Engineer
Peloton
Aaryan Y V S is a Machine Learning Engineer at Peloton, where he focuses on NLP applications powered by large language models and agents. He also researches vision-language model agents for underwater robotics at Stevens Institute of Technology and has worked on LLM automation systems in the energy sector. With a strong academic foundation in generative AI, RAG, and energy-efficient model training, Aaryan brings a sharp, research-oriented mindset to industrial ML engineering.
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30 October 2025 14:00 - 14:30
Workshop | Building your own MCP from scratch (and why it's worth it)
Get hands-on with the foundations of creating your own Multi-Component Program (MCP). This technical workshop walks through the full build process, from task decomposition to memory, tool use, and control flow. Key learnings: → Understand the core components and data flows of an effective MCP architecture → Learn how to implement agent memory, tool interfaces, and dynamic task planning → Gain practical skills to deploy and iterate on MCPs in real-world applications