David R Loker

age ~44

from Sunnyvale, CA

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Also known as:
  • David Locker
Phone and address:
445 Molino Ave, Sunnyvale, CA 94086
Related to:
Connected to:

David Loker Phones & Addresses

  • 445 Molino Ave, Sunnyvale, CA 94086
  • Tallahassee, FL
  • Los Gatos, CA
  • Pasadena, CA
  • Plano, TX
  • Seattle, WA

Resumes

David Loker Photo 1

Chief Technology Officer - Co-Founder

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Location:
445 Molino Ave, Sunnyvale, CA 94086
Industry:
Computer Software
Work:
Ayzenberg Jun 2016 - Mar 2018
Lead Data Scientist and Machine Learning Engineer
Waveai Jun 2016 - Mar 2018
Chief Technology Officer - Co-Founder
Netflix Sep 2013 - Aug 2014
Senior Software Engineer and Machine Learning Specialist
Orbitwerks Sep 2013 - Aug 2014
Data Scientist and Machine Learning Engineer and Consultant
Ptc Feb 2008 - Oct 2009
Software Developer
Education:
University of Waterloo 2009 - 2013
University of Waterloo 1989 - 2007
Masters, Mathematics, Computer Science, Philosophy University of Waterloo 2000 - 2005
Bachelor of Mathematics, Bachelors, Computer Science
Skills:
Java
Algorithms
Machine Learning
Data Analysis
Xml
C++
Algorithm Design
Cluster
Natural Language Processing
Data Mining
Large Scale Data Analysis
Clustering
Python
Apache Spark
Certifications:
The Data Scientist’s Toolbox
R Programming
Getting and Cleaning Data
Exploratory Data Analysis
Reproducible Research
Statistical Inference
Regression Models
Machine Learning W/ Andrew Ng of Stanford
Edx Verified Certificate For the Analytics Edge
Neural Networks and Deep Learning
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
Entrepreneurship 1: Developing the Opportunity
David Loker Photo 2

David Loker

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Us Patents

  • Method And System For Interactive Song Generation

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  • US Patent:
    20210312897, Oct 7, 2021
  • Filed:
    Oct 11, 2019
  • Appl. No.:
    17/278655
  • Inventors:
    - Sunnyvale CA, US
    David Loker - Sunnyvale CA, US
    Christopher Cassion - Sunnyvale CA, US
  • International Classification:
    G10H 1/36
    G10H 1/00
    G06N 20/00
    G10L 13/02
  • Abstract:
    A method and system may provide for interactive song generation. In one aspect, a computer system may present options for selecting a background track. The computer system may generate suggested lyrics based on parameters entered by the user. User interface elements allow the computer system to receive input of lyrics. As the user inputs lyrics, the computer system may update its suggestions of lyrics based on the previously input lyrics. In addition, the computer system may generate proposed melodies to go with the lyrics and the background track. The user may select from among the melodies created for each portion of lyrics. The computer system may optionally generate a computer-synthesized vocal(s) or capture a vocal track of a human voice singing the song. The background track, lyrics, melodies, and vocals may be combined to produce a complete song without requiring musical training or experience by the user.

  • Determining Personality Profiles Based On Online Social Speech

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  • US Patent:
    20200026756, Jan 23, 2020
  • Filed:
    Jul 10, 2019
  • Appl. No.:
    16/507549
  • Inventors:
    - Pasadena CA, US
    David Hans Herman - Venice CA, US
    David Ryan Loker - Sunnyvale CA, US
    Kai Mildenberger - San Francisco CA, US
  • International Classification:
    G06F 17/27
    G06Q 50/00
    G06F 16/906
    G06F 16/9535
    G06N 3/02
    G06K 9/62
    G06N 20/00
  • Abstract:
    A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.

  • Determining Personality Profiles Based On Online Social Speech

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  • US Patent:
    20190163741, May 30, 2019
  • Filed:
    Nov 30, 2017
  • Appl. No.:
    15/828256
  • Inventors:
    - Pasadena CA, US
    David Hans Herman - Venice CA, US
    David Ryan Loker - Sunnyvale CA, US
    Kai Mildenberger - San Francisco CA, US
  • International Classification:
    G06F 17/27
    G06K 9/62
    G06F 15/18
    G06N 3/02
  • Abstract:
    A method for determining a personality profile of an online user is disclosed. Social speech content data associated with an online user is stored. A machine learning model is used to determine a first personality profile of the online user based at least in part on the social speech content data associated with the online user. A second personality profile of the online user is determined based on the social speech content data using a scientific personality model encoded in an ontology, wherein the ontology encodes statistical relationships between a plurality of words and a plurality of personality traits based on one or more scientific research studies. An ensemble model is applied to determine a third personality profile of the online user based at least in part on the first personality profile and the second personality profile.

  • Automated Melody Generation For Songwriting

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  • US Patent:
    20180322854, Nov 8, 2018
  • Filed:
    May 8, 2018
  • Appl. No.:
    15/973970
  • Inventors:
    - Wilmington DE, US
    David Loker - Sunnyvale CA, US
    Christopher Cassion - Tampa FL, US
  • International Classification:
    G10H 1/00
    G06N 99/00
    G06N 5/04
  • Abstract:
    The subject disclosure relates to automated songwriting. In some aspects, a process of the disclosed technology can include steps for training a melody prediction model for selecting melodies for lyrics using a corpus of songs, the melody prediction model including modeled melody features and corresponding modeled patterns of lyric features, receiving lyric input of lyrics including a pattern of lyric features from a user, applying the melody prediction model to the lyric input to automatically generate one or more melodies for the lyric input by matching the pattern of lyric features in the lyric input to a first subset of the modeled melody features using the corresponding modeled patterns of lyric features of the modeled melody features, and providing the one or more melodies to the user to generate a song using the lyrics.

Googleplus

David Loker Photo 3

David Loker

Work:
Self-Employed
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David Loker

David Loker Photo 5

David Loker

Facebook

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David Loker

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Friends:
Erin Neiman, Amapola Maher, Samantha Tillekeratne, Sharon Richardson

Classmates

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David Loker

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Schools:
Waterloo Waterloo Morocco 2001-2005
Community:
Adam Lunde
David Loker Photo 8

David Loker

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Schools:
Rowan Elementary School San Diego CA 1970-1975, De Anza Elementary School El Centro CA 1975-1975, Rio Seco Elementary School Santee CA 1977-1977
David Loker Photo 9

Rio Seco Elementary Schoo...

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Graduates:
David Loker (1977-1977),
Heidi McMinn (1982-1986),
Jennifer Conner (1984-1990),
Dawn Womack (1979-1983),
Jennifer Houston (1972-1979),
Valerie Peters (1980-1984)
David Loker Photo 10

De Anza Elementary School...

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Graduates:
David Loker (1975-1975),
Dimisha Rodgers (1997-2000),
Joanna Lindsay (1983-1985),
Sabra Roop (2000-2001),
Gilbert Longoria Jr (1993-1994)
David Loker Photo 11

Rowan Elementary School, ...

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Graduates:
David Loker (1970-1975),
Edith Blanchard (1984-1987),
Vinnilla Mack (1982-1986)
David Loker Photo 12

Southwood High School, Ca...

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Graduates:
Nick Leonard (1968-1972),
Brandi Johnson (1994-1998),
David Ogilvie (1971-1974),
Andy Sinkovits (1994-1998),
David Loker (1965-1969)
David Loker Photo 13

Waterloo, Univer Of, Wate...

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Graduates:
Faustina Lee (1991-1995),
David Loker (2001-2005),
Robert Cuthbert (1967-1971),
David Fattori (1969-1973)
David Loker Photo 14

Santana High School, Sant...

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Graduates:
David Loker (1977-1981),
Mary Drayton (1962-1966),
Tammy Palmer (1982-1986),
Linda Chavez (1980-1984),
Roxanne Daley (1989-1993)

Youtube

Women United Reading Mentor - Dave Loker

Women United Reading Mentor - Dave Loker
  • Duration:
    1m 12s

The Break Down #105 - SENATE HOUSE MEETING AB...

The Break Down #105 - SENATE HOUSE MEETING ABOUT F...

Follow David Gokhshtein: ...

LEARNING | COUNT ALL HIS TOYS | NO DAVID! - K...

LEARNING | COUNT ALL HIS TOYS | NO DAVID! - KIDS B...

Everyone has heard the word no in their life and when David was five y...

  • Duration:
    10m 3s

My Ice Bucket Challenge

My Ice Bucket Challenge

I was nominated by Ken DuBois. I challenge Omid Fotuhi, Griffith Frank...

  • Duration:
    26s

DAVID CREATO TRIAL - Police Interrogation (2...

DAVID CREATO TRIAL - Police Interrogation (2017)

This police interview took place on the morning of Oct. 13, 2015. Davi...

  • Duration:
    1h 3m 46s

prezentarea loker-ului meu ( FORTNITE)

prezentarea loker-ului meu ( FORTNITE)

primul meu clip video va astept pe instagram David mario01 tik tok DAV...

  • Duration:
    3m 49s

Plaxo

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david loker's Public

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david loker's Public Profile on Plaxo. Plaxo helps members like david loker keep in touch with the people who really matter, helping them to connect, keep each other's contact data ...

Flickr

David Loker Photo 16
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