Mona Smith
![AdobeStock_224136032 [Converted]2-min.png](https://static.wixstatic.com/media/64e690_062abf6e216849fbaba29dd40c06e946~mv2.png/v1/fill/w_35,h_26,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/AdobeStock_224136032%20%5BConverted%5D2-min.png){kind=small}
Release data's value with AI
Capabilities
Intelligent Automation, AI (Artificial Intelligence) & ML (Machine Learning)
The use of new technologies to drive significant business improvements
Intelligent Automation & AI
Use AI & Automation to make gains on your Competitive Edge
I enjoy broad experience across many automation technology services, platforms, industries, and cultures. AI is the new automation tool that stands out on its own, helping companies achieve what they couldn't before.
However, the experience in this field is often narrow and shallow, with many individuals only having this skill alone as their full experience. This can lead to "rookie" mistakes and a lower success rate for these types of projects.
With over three decades of experience in automation, programming, and end-to-end full solutions that deliver real business value, I bring the discipline, approachable pilot goals, and strong data analytics necessary to make AI projects truly successful. If you don't have the right data to train your AI models, you won't achieve the outcomes you're expecting. I can help you determine the right use of AI technology or automation that holds a strong success rate and advise on what other technologies might be needed to reach the desired success rate and advance your company's competitive edge.
14,900%
Increase in appropriate available data for training, leading to more accurate results than ever before.
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Client Results
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A technology startup company hired an established AI development firm with experience to find a niche for their product using cutting-edge technology. However, major concerns and doubts arose that AI could handle the task, and they were not successful in their trials.
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Produced 14,900% increase in appropriate available data for training, leading to more accurate results than ever before.
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An AI model that successful performed the initial functionality required plus more.
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The redesign has resulted in significant changes to AI environments, instances, model training, and dataset layout, leading to improved performance.
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The redesign includes a feature to generate and build new data from actual live data, enhancing the overall training process.
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The training architecture has been redesigned to support incremental training and dual-training methods, ensuring scalability and adaptability in the long term.
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An admin console has been created to enable common model training and data maintenance methods, providing better control and organization for the training process, without the skills of an AI developer.
My Work
