Arnold Boedihardjo

Title: Innovations by Arnold Boedihardjo

Introduction

Arnold Boedihardjo is an accomplished inventor based in Herndon, VA (US). He has made significant contributions to the field of predictive modeling and application-centric metrics. With a total of 2 patents, his work focuses on enhancing the accuracy and efficiency of prediction models.

Latest Patents

Arnold's latest patents include techniques for deriving and leveraging application-centric model metrics. These techniques provide methods for quantifying the accuracy of a prediction model that has been trained on a dataset parameterized by multiple features. The model operates in accordance with a theoretical performance manifold over an intractable input space related to the features. A determination is made regarding which features are strongly correlated with the model's performance. Based on these features, parameterized sub-models are created to approximate the intractable input space. Prototype exemplars are generated for each sub-model, allowing the model to match with the respective sub-model effectively. The accuracy of the model is quantified using these generated prototype exemplars.

Another patent focuses on recommending a prediction model from a variety of trained models. Each model performs according to its theoretical performance manifold. An indication of a definable region related to these performance manifolds is received as input. The features parameterizing the respective performance manifold are linked to this region, allowing for the identification of portions that denote expected performance. The expected performance of the prediction models is then compared, leading to suggestions for one or more of the models.

Career Highlights

Arnold Boedihardjo is currently employed at Maxar Mission Solutions Inc., where he applies his expertise in predictive modeling. His innovative approaches have contributed to advancements in the field, making him a valuable asset to his company.

Collaborations

Arnold collaborates with talented individuals such as Adam Estrada and Andrew Jenkins. Their teamwork fosters an environment of creativity and innovation, leading to impactful developments in their projects.

Conclusion

Arnold Boedihardjo's contributions to predictive modeling and application-centric metrics demonstrate his commitment to innovation. His patents reflect a deep understanding of complex data relationships and the potential for enhancing model accuracy. Through his work at Maxar Mission Solutions Inc., he continues to push the boundaries of technology and innovation.