About
Artificial Intelligence Engineer and Data Scientist doing research in agents and memory.…
Articles by John
Activity
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B2A is going to be massive in 2026 https://lnkd.in/dzx3sMPn
B2A is going to be massive in 2026 https://lnkd.in/dzx3sMPn
Liked by John Kane
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Last week I had the opportunity to attend “Off the Record” hosted by SolutionExec — and it was one of the most valuable events I’ve participated in…
Last week I had the opportunity to attend “Off the Record” hosted by SolutionExec — and it was one of the most valuable events I’ve participated in…
Liked by John Kane
Experience
Education
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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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Licenses & Certifications
Projects
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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.
More activity by John
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Proud to say that our team participated together in the hack phase and my presentation helped win us 2nd place in the competition! Thanks SAP for…
Proud to say that our team participated together in the hack phase and my presentation helped win us 2nd place in the competition! Thanks SAP for…
Shared by John Kane
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