Kurt Soto Email and Phone Number
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In the many years of analytical research experience, I have always been up to the challenge of diving into new areas while I strive to bring success to projects. As a data scientist, I have been involved in a wide variety of projects that have made me adept at picking up new techniques and developing new perspectives on problems. In industry this skill allowed me to derive new methods to gain insight on voice technology and software while maintaining privacy. This is just one of the many technological solutions that I have contributed to in the development of new products and analytical methods.My solutions are often inspired by my prior work as a physicist which employed a variety of techniques and technologies. To touch upon just a few of these, I have developed predictive tracking algorithms with computer vision techniques, made physical models to understand noisy data, quickly learned how to use bleeding-edge imaging technology on the world's largest telescopes and improve upon established methods.
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Senior Data ScientistQsc Nov 2023 - PresentCosta Mesa, Ca, Us -
Principal Research EngineerSonos, Inc. Nov 2020 - Jun 2023Santa Barbara, Ca, Us- Developed algorithms used to improve the user experience with the smart phone and Sonos system interactions- Designed and guided the development of a data collection system that synchronizes data streams and allows the labeling of multi sensor systems- Conducted beta tests with customers in real world environments- Created statistical simulations to evaluate performance of methodologies- Mentored junior engineers in developing their skill in data analysis -
Senior Data ScientistSonos, Inc. May 2019 - Nov 2020Santa Barbara, Ca, Us- Created algorithms to localize Sonos products onboard WiFi hardware- Built a data collection system that enabled the development of “Auto Trueplay” on Sonos products- Filed 3 Patents for the unique WiFi sensing methods, presented to the US Patent and Trademark Office
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Voice Data ScientistSonos, Inc. May 2017 - May 2019Santa Barbara, Ca, Us- Created an analysis system for evaluating simulated signals in order to launch voice on Sonos speakers- Created a system for collecting and analyzing privacy-preserving signals that identify the quality of voice interactions and perform noise classification.- Filed 10 patents on voice data and testing systems and noise classification
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Data Science FellowInsight Data Science Sep 2016 - Dec 2016San Francisco, Ca, Us• Created a web app that used a novel application of deep-learning (Tensorflow) and latent Dirichlet allocation (scikit-learn) for unsupervised content classification• Utilized the tweepy API to aggregate 25,000 JSON formatted tweets from Twitter to extract imagesand geographical data• Converted unstructured image data to vectorizations of object content for clustering• Designed an app on AWS using flask, bootstrap, and Google charts and maps• Trained in using advanced statistical and machine learning techniques (PCA, cluster analysis,decision trees, SVM, neural networks, ensemble methods) -
Postdoctoral Researcher In AstrophysicsEth Zurich Sep 2012 - Aug 2016Zürich, Ch- Lead developer of ZAP, a machine learning algorithm that separates astronomical signals from contaminant sky signals on large datacubes using PCA. ZAP is designed to be flexible and usable in many different types of scientific investigation. It is used by a multinational consortium of scientists for signal processing. - Identified and fixed problems in the data quality of MUSE, a multimillion Euro hyperspectral imager at the VLT operated by the European Southern Observatory.- Wrote successful proposals which make use of observing time in suboptimal conditions.- Taught classes in astronomical observation, physics, and data analysis.- Published 6 articles with analysis of data from several astronomical instruments. -
Phd ResearcherUc Santa Barbara Jun 2006 - Sep 2012Santa Barbara, Ca, Us- Developed IDL packages to analyze spectroscopic data of galaxies.- Improved the data reduction algorithms for several astronomical instruments.- Inferred gas motions in galaxies from the confluence of spectral and image characteristics- Discovered new physical insights into gas dynamics by performing regression analysis on spectroscopic data with multiple gaussian models constrained by physical laws.- Performed astronomical observations with OSIRIS, a hyperspectral imager with adaptive optics at the Keck telescope.- Measured gas dynamics using 3 dimensional models of gas in galaxies.- Published 3 articles and presented results at several conferences. -
Research AssistantUc Berkeley Sep 2003 - Jun 2006Berkeley, Ca, Us- Collaborated with scientists at Lockheed Martin Solar and Astrophysics Laboratory- Designed a database for the analysis of 10 years of solar imaging data.- Wrote image processing package to remove systematic sources of noise.- Wrote a predictive algorithm to identify and track positions of features on the sun as a function of time.- Developed and delivered simulations of solar flux and magnetic field imaging data.- Wrote visualization software to show the effect of solar activity on total brightness and feature characteristics.- Presented results at national conferences and published a conference proceedings. -
Research InternIndiana University Bloomington Jun 2003 - Sep 2003Bloomington, Indiana, UsResearch Project: Chromospheric Activity in Young Galactic Cluster Stars- Trained on and executed spectroscopic observations with the 3.5 Meter WIYN telescope- Analyzed spectra to identify and measure emission features in optical spectra.- Performed analysis comparing observations to rotational models- Presented research at the National meeting of the American Astronomical Society -
Research InternUniversity Of Wisconsin-Madison Jun 2002 - Sep 2002Madison, Wi, UsResearch Project: Rotation Rates and Eclipsing Binaries of Pre-Main Sequence Stars- Trained on and executed photometry observations with 1 meter class telescopes.- Performed data reduction and analysis of time-series observations. -
Accounts PayableFour Points By Sheraton Ventura Harbor Sep 1998 - Jun 2002- Managed accounts, invoices, bank deposit preparation, and payments.- Categorized invoices for budget analysis in Peachtree accounting software.- Conducted food and beverage inventories for month end budget analysis.
Kurt Soto Skills
Kurt Soto Education Details
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Uc Santa BarbaraPhysics -
Uc Santa BarbaraPhysics
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University Of California, BerkeleyPhysics And Astronomy
Frequently Asked Questions about Kurt Soto
What company does Kurt Soto work for?
Kurt Soto works for Qsc
What is Kurt Soto's role at the current company?
Kurt Soto's current role is Data Scientist | Research Engineer | Physicist.
What is Kurt Soto's email address?
Kurt Soto's email address is kt****@****ail.com
What is Kurt Soto's direct phone number?
Kurt Soto's direct phone number is +151084*****
What schools did Kurt Soto attend?
Kurt Soto attended Uc Santa Barbara, Uc Santa Barbara, University Of California, Berkeley.
What skills is Kurt Soto known for?
Kurt Soto has skills like Latex, Physics, Science, Data Analysis, Mathematical Modeling, Spectroscopy, Python, Statistics, Scientific Computing, Machine Learning, Mathematica, Project Management.
Who are Kurt Soto's colleagues?
Kurt Soto's colleagues are Kent Lofthouse, John Wheldon, Denise Delarm, Bob Lee, Diane Montes Harris, Mike Northfield, Suvankar Ghosh.
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