Marjorie Sánchez|Systems Engineer
As a degreed Systems Engineer, I specialize in architecting and developing robust, real-world applications from the ground up. My academic background provides a systemic foundation that I leverage as a Senior Full Stack Developer to lead projects across industrial, commercial, and research sectors. I manage the entire lifecycle of a system—from its initial conceptualization to full implementation—with a focus on creating functional, scalable products that bridge the gap between complex ideas and technical excellence. I am a self-taught researcher at heart who values the shared human experience of collaborative environments while embracing the agility of online learning to stay at the technological forefront.
Skills
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Projects
Xctopus
This most recent project seeks to explore architectural alternatives for continuous learning and mitigate catastrophic forgetting in machine learning.
Xctopus is a modular learning architecture for continuous artificial intelligence. Each knowledge module processes information locally, while a central Bayesian node maintains global memory, coherence, and uncertainty in the system. This combination of modular specialization and central coordination enables efficient integration of new knowledge, preservation of previous learnings, and reduction of computational costs associated with traditional models.
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