John Kane

John Kane

Hamden, Connecticut, United States
529 followers 500+ connections

About

Artificial Intelligence Engineer and Data Scientist doing research in agents and memory.…

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Experience

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    DataXstream

    Williamsburg, Virginia, United States

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    Southbury, Connecticut, United States

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    Rocky Hill, CT

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Education

  • Capitol Technology University Graphic

    Capitol Technology University

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    Dissertation: A Self-Evolving Cognitive Memory Architecture for Long-Term Learning in Personalized Multi-Agent Natural Language Systems

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  • - Present

Licenses & Certifications

Projects

  • AI Agents and Memory

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    Dissertation Topic: The purpose of this quantitative development and evaluation study is to develop and evaluate a memory framework that is both collective in nature (shared amongst a collective framework of agents) and individual in nature (adaptive and self-improving). This study aims to address the problem of memory limitations in LLMs when interacting in multi-agent systems.

    The study addresses the problem of memory limitation by seeking to enhance the learning capabilities of LLMs…

    Dissertation Topic: The purpose of this quantitative development and evaluation study is to develop and evaluate a memory framework that is both collective in nature (shared amongst a collective framework of agents) and individual in nature (adaptive and self-improving). This study aims to address the problem of memory limitations in LLMs when interacting in multi-agent systems.

    The study addresses the problem of memory limitation by seeking to enhance the learning capabilities of LLMs in performing knowledge-based tasks by enabling agents to acquire new memories and reason based on prior interactions.

    To evaluate the effectiveness of the proposed memory framework, an evaluation workbench methodology will be established. This workbench will simulate a set of business use cases involving customer interactions with SAP systems, customer order entry, and other SAP-centric tests.

  • COGMEM Knowledge Operating System

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    COGMEM - KOS A Self-Evolving Cognitive Memory Architecture for Long-Term Learning in Personalized Multi-Agent Natural Language Systems
    https://github.com/cogmemai/cogmem-cloud
    https://cogmem.ai/

  • EveningDraft

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    An experimental web/macos app built to test the cogmem-kos architecture.
    A writing app for people who want to fall in love with the craft. Journal freely, explore ideas with an AI muse who knows your voice, and workshop drafts with a panel of literary critics.

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