Image of Rafael Valle

Rafael Valle's email & phone number

Senior Research Scientist at NVIDIA

Rafael Valle's Phone Numbers

Rafael Valle's Work Experience

NVIDIA

Senior Research Scientist

Santa Clara, United States

UC Berkeley

PhD in Machine Listening and Improvisation (Interdisciplinary PhD)

August 2012 to March 2018

1750 Arch Street

UC Berkeley

Researcher @ TerraSwarm

January 2014 to March 2018

UC Berkeley

Rafael Valle's Education

Universidade Federal do Rio de Janeiro

Bachelor's in Orchestral Conducting, Music Performance, General, 9.2/10

2004 to 2009

University of California, Berkeley

Interdisciplinary PhD, Machine Listening and Improvisation, Designated Emph. in Computational, Data Science and Engineering, 3.96

2013 to 2018

MH-Stuttgart

Master, Computer Music / Composition, ECU and MH-Stuttgart

2009 to 2011

Rafael Valle's Professional Skills Radar Chart

Based on our findings, Rafael Valle is ...

Inspirational
Individualistic
Deep

What's on Rafael Valle's mind?

Based on our findings, Rafael Valle is ...

56% Left Brained
44% Right Brained

Rafael Valle's Estimated Salary Range

About Rafael Valle's Current Company

UC Berkeley

Data Hallucination, Verification and Validation with Generative Models and Formal Methods.http://www.cnmat.berkeley.edu/publications/data-hallucination-falsification-and-validation-using-generative-models-and-formal

Frequently Asked Questions about Rafael Valle

What company does Rafael Valle work for?

Rafael Valle works for UC Berkeley


What is Rafael Valle's role at UC Berkeley?

Rafael Valle is PhD in Machine Listening and Improvisation (Interdisciplinary PhD)


What is Rafael Valle's personal email address?

Rafael Valle's personal email address is j****[email protected]


What is Rafael Valle's business email address?

Rafael Valle's business email address is [email protected]***.***


What is Rafael Valle's Phone Number?

Rafael Valle's phone (**) *** *** 868


What industry does Rafael Valle work in?

Rafael Valle works in the Computer Hardware industry.


About Rafael Valle

💼 Past Experience

Rafael Valle's Work experience:Senior Research Scientist at NVIDIARafael Valle is currently a PhD in Machine Listening and Improvisation (Interdisciplinary PhD) at UC Berkeley from August 2012 to March 2018 (5 years 8 months). Data Hallucination, Verification and Validation with Generative Models and Formal Methods.http://www.cnmat.berkeley.edu/publications/data-hallucination-falsification-and-validation-using-generative-models-and-formal. Research Intern at Gracenote from September 2016 to December 2016 (4 months) in 2000 Powell St #1500, Emeryville, CA 94608. Research and implement deep learning models for style classification using noisy label training, curriculum learning, bayesian hyperparameter optimization, adding gradient noise.Music Structure Segmentation.– Neural Networks, Bayesian Hyperparameter Optimization, Hierarchical Dirichlet Processes, DSP. Scientist Intern, Music Engagement at Pandora from June 2016 to August 2016 (3 months) in 2101 Webster St #1650. Data Science & Music Engineering DepartmentInvestigated segments and scores that describe novelty seeking behavior in Pandora listeners.– Random Forest GLM Hadoop Hive R Python. Visiting Researcher at Columbia University in the City of New York from June 2015 to September 2015 (4 months) in Laboratory for the Recognition and Organization of Speech and Audio (LabROSA). Develop algorithms for beat extraction, local and global key estimation and chord transcription. Data Scientist at Percolata from November 2014 to February 2015 (4 months). Store occupancy prediction– Time series analysis EDA ARIMA STL R Pythonhttp://blogs.wsj.com/venturecapital/2015/01/12/percolata-emerges-from-stealth-with-5m-for-new-sensors-for-retail-stores/. Audio Analyst and Data Scientist at Bay Sensors from May 2014 to August 2014 (4 months). Designed from scratch a machine listening engine to estimate room occupancy and activity from audio
. Increased room occupancy estimation accuracy by designing a sensor fusion (audio, video, wifi) algorithm
. Provided error correction algorithms for vision occupancy estimation.– GLM GMM HMM Python Sklearn Stats-models librosa Matplotlib. Software Engineer at Center for New Music and Audio Technologies from May 2013 to March 2014 (11 months) in Berkeley, CA. Development and Maintenance of externals and patches for CNMAT’s MMJ Depot – C Javascript Max MSP Jitter SQLITE. Backend developer at Center for Information Technology Research in the Interest of Society (CITRIS) from 2013 to 2014 (1 year) in Berkeley. PIC Your FutureBackend development, including computer vision algorithms.


🎓 Education

Rafael Valle's educational background and work readiness have set him apart as an excellent composer and performer. Rafael Valle holds both a Bachelor's degree in Orchestral Conducting and Music Performance from Universidade Federal do Rio de Janeiro and a Master's degree in ComputerMusic from Carnegie Mellon University. Rafael Valle's experience Diseasing and Analyzing Computer Music systems and Programs has helped him develop and understand complex algorithms that can be used to analyze and improve music performance. Rafael Valle has been able tohis work readiness in field of Computational and Data Science through his completed Interdisciplinary PhD at The University of California, Berkeley.Rafael Valle is currently a postdoctoral fellow with the University of California, Berkeley. His main research interests are in the area of machine listening and improvisation, specifically in the area of audio recognition and editing. Rafael Valle is also a performer and composer, having written works for ensembles and soloists.


💡 Technical & Interpersonal Skills

Rafael Valle has a PhD in machine listening and improvisation from UC Berkeley. Rafael has worked as a research scientist at NVIDIAR and has been working with deep learning models and music structure Segmentation for music engagement at Pandora and as a data scientist at Bay Sensors. Rafael is also a visiting researcher at Columbia University in New York City.


Rafael Valle’s Personal Email Address, Business Email, and Phone Number

are curated by ContactOut on this page.

10x your recruitment & sales conversations

Contact over 250M professionals
instantly by email or phone. Reveal
personal & work email addresses, as
well as phone numbers accurately with
our ContactOut Chrome extension.

In a nutshell

Rafael Valle's Personality Type

Introversion (I), Intuition (N), Thinking (T), Judging (J)

Average Tenure

1 year(s), 8 month(s)

Rafael Valle's Willingness to Change Jobs

Unlikely

Likely

Open to opportunity?

There's 93% chance that Rafael Valle is seeking for new opportunities

Engage candidates 10x faster

Enjoy unlimited access and discover candidates outside of LinkedIn

Trusted by 400K users from 76% of Fortune 500 companies

Microsoft Nestle PWC JP Morgan Merck Rackspace WarnerMedia Randstad Yelp Google

The most accurate data ever

CCPA Compliant
GDPA Aligned
150M Personal Emails
200M Work Emails
100M Direct Dials
250M Professional Profiles
30M Company Profiles

Find anyone, anywhere
with ContactOut today

Making remote or global hires? Connecting
with key decision-makers? We can help.

  • 40 contacts/month
  • Works on standard LinkedIn only
  • Work emails, personal emails,
    mobile numbers
* 1 user per company limit

No credit card required

Try ContactOut for Free