Location History:
- Schenectady, NY (US) (2003)
- Niskayuna, NY (US) (2010)
Company Filing History:
Years Active: 2003-2010
Title: **Deniz Senturk: Innovator in Anomaly Detection and Business Analysis**
Introduction
Deniz Senturk, an accomplished inventor based in Niskayuna, NY, has made significant contributions to the fields of data analysis and business intelligence. With a total of three patents to his name, Senturk has developed innovative solutions for identifying anomalies in financial datasets and conducting business analysis in the face of incomplete data.
Latest Patents
Senturk's latest patents showcase his expertise in anomaly detection and business analysis techniques:
1. **Methods and systems for anomaly detection in small datasets**: This patent introduces a novel technique for detecting anomalous values within small sets of financial metrics. It employs context data determined by the characteristics of the evaluated company, representing both historical values and the simultaneous performance of peer companies. An anomaly score is then calculated, indicating how much the financial metric value deviates from the context data. This can aid in assessing risks associated with business transactions linked to the target company.
2. **Techniques for performing business analysis based on incomplete and/or stage-based data**: This patent describes electrical data processing techniques that facilitate business analysis using datasets that may be incomplete, such as those containing censored data. It outlines a trending operation to mitigate errors from incomplete datasets, as well as a sophisticated model comprising multiple sub-models that interact recursively. Furthermore, it introduces a method for predicting the likelihood of specified events concerning assets, employing a rigorous screening process to enhance accuracy.
Career Highlights
Deniz Senturk has built an impressive career at General Electric Company, a leader in technology and innovation. His work focuses on merging data science with practical business applications, driving advancements in how companies evaluate and analyze financial data.
Collaborations
Throughout his career, Senturk has collaborated with notable colleagues, including Christina Ann LaComb and Roger W. Hoerl. Their joint efforts have led to the development of groundbreaking technologies that address complex challenges in the realms of business analytics and decision-making.
Conclusion
Deniz Senturk's innovative approach and dedication to solving real-world problems through data-driven solutions firmly establish him as a prominent figure in the fields of anomaly detection and business analysis. His contributions continue to influence the way organizations manage risk and derive insights from their data, solidifying his legacy as an impactful inventor in the technology landscape.