Marco Alban Hidalgo

Title: Innovator Marco Alban Hidalgo: Pioneering Machine Learning in Robotic Process Automation

Introduction: Marco Alban Hidalgo, based in Redmond, WA, is an accomplished inventor with a focus on advancing technologies in artificial intelligence and robotic process automation (RPA). Holding three patents to his name, Marco is recognized for his innovative contributions and impactful solutions in the realm of machine learning and automation.

Latest Patents: Marco's latest patents include:

1. **Machine learning model retraining pipeline for robotic process automation** - This invention describes a machine learning (ML) model retraining pipeline specifically for RPA. When deployed, RPA robots interact with the ML model during their workflows. Should the model's confidence level drop below a specified threshold, training data is collected from various computing systems. Consequently, the ML model undergoes retraining using the newly gathered data, leading to the deployment of a refined version of the model.

2. **Artificial intelligence/machine learning model drift detection and correction for robotic process automation** - This patent focuses on the detection and correction of drift in AI/ML models utilized in RPA. By analyzing input data and execution results, the invention determines if model drift occurs. Upon identifying a significant change condition, the AI/ML model is retrained to ensure improved predictions based on real-world data.

Career Highlights: Marco works at UiPath Inc., a leader in robotic process automation. His work has contributed significantly to the advancements in machine learning techniques that enhance automation processes, making them more efficient and reliable. Through his expertise, he has been instrumental in developing solutions that address the complexities of real-time data processing.

Collaborations: Working alongside Prabhdeep Singh, Marco has been part of a collaborative effort that emphasizes the importance of teamwork in innovation. Their joint endeavors illustrate the synergy required to tackle challenging technological problems and drive meaningful advancements in the field of automation.

Conclusion: Marco Alban Hidalgo exemplifies the spirit of innovation through his patented technologies that enhance the functionality of robotic process automation. As a leading inventor in the field, his work not only pioneers advancements in machine learning but also sets the stage for future explorations in automation technology. Marco's contributions reflect a deep commitment to improving technology for a more efficient and productive future.