美国 加利福尼亚 圣地亚哥
2277 位关注者 500+ 位好友

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关于

As an experienced technical leader driven by innovation, I have embarked on an exciting…

动态

工作经历和教育背景

  • MITRE

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资格认证

所做项目

  • Computer Vision - Object Classifier

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    Compared foundational image feature extractions against ResNet101 CNN using a subset of ImageNet with 13,000 images and 7 classes of uniform distribution.

    A concatenated feature vector of HOG and GLCM achieved 59.9% accuracy.

    Achieved 77% reduction in model training time and 38% reduction in inference time compared to standard ResNet by reducing feature vector size to 90% principal components variance, while maintaining 99.9% accuracy through fine-tuning on the training set.

  • Generative AI - RAG Model Prototype

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    Developed a knowledge management system tailored for two specific user types exploring how vector database and LLM characteristics influence METEOR, sBERT, and LLM-as-a-Judge metrics.

  • Prompt Engineering - Making the most of LLMs

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    Compared the effectiveness of prompt engineering techniques for Transformer-based LLMs using zero-shot, few-shot, chain-of-thought, self-consistency, and ensemble refinement.

荣誉奖项

  • Navy Expeditionary Medal

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测试成绩

  • Fundamentals of Engineering (FE) Exam

    成绩: Pass

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