Company Filing History:
Years Active: 2020
Title: The Innovative Mind of Konstantin Golyaev
Introduction
Konstantin Golyaev is a notable inventor based in Lake Forest Park, WA (US). He has made significant contributions to the field of predictive modeling, particularly through his innovative patent. His work exemplifies the intersection of technology and machine learning, showcasing his expertise in developing advanced predictive systems.
Latest Patents
Konstantin holds a patent titled "Predictive modeling across multiple horizons combining time series and external data." This multi-horizon predictor system is designed to forecast future parameter values based on time-series data, external data, and machine learning techniques. The system includes a time series data splitter that divides the time into training and validation periods, allowing for effective model tuning. The model tuner adjusts the prediction model by incorporating external data effects, ultimately generating a final prediction model for various horizons.
Career Highlights
Konstantin is currently associated with Microsoft Technology Licensing, LLC, where he applies his innovative ideas and technical skills. His work at Microsoft has allowed him to explore the potential of machine learning in predictive analytics, contributing to advancements in the field.
Collaborations
Throughout his career, Konstantin has collaborated with talented individuals such as Gagan Bansal and Amita Surendra Gajewar. These collaborations have fostered a creative environment that encourages the exchange of ideas and innovative solutions.
Conclusion
Konstantin Golyaev's contributions to predictive modeling and machine learning highlight his role as a forward-thinking inventor. His patent reflects a deep understanding of complex data systems and their applications in real-world scenarios. His work continues to inspire advancements in technology and innovation.