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Author

Kwame Nkosi

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Open access 2019

Intelligent Document Classification Using Neural Networks

The findings show that neural network methods are very effective compared to traditional methods particularly when dealing with large and complicated document collections.

Kwame Nkosi · 0 citations
Open access 2018

Building Scalable Data Infrastructure for Generative AI Models: Challenges and Solutions

This paper provides a comprehensive framework for developing data infrastructures tailored to the demands of Generative AI applications, and analyzes existing solutions and proposes best practices for designing architectures that ensure efficiency, scalability, and reliability.

Kwame Nkosi · 0 citations
Open access 2023

Deep Learning Enhancements Using Pretraining and Fine-Tuning

Experimental findings show that pretrained models outperform those trained from scratch in terms of accuracy, convergence speed, and robustness, and a unified framework is proposed to integrate both processes in a deep learning pipeline.

Kwame Nkosi · 0 citations

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