Who is Daniel Ventura? Overview
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Quick answer
Daniel Ventura is listed as Product Engineer at Aven, based in Pasadena, California, United States. AeroLeads shows a work email signal at aven.com and a matched LinkedIn profile for Daniel Ventura.
Daniel Ventura previously worked as Research Data Scientist at Korrus and Research Scientist at Ecosense, A Korrus Company. Daniel Ventura holds Doctor Of Philosophy (Ph.D.), Physics from University Of Washington.
Company email context
Email format at Aven
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{first}@aven.com
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Profile bio
About Daniel Ventura
Detail-oriented and accomplished data scientist with strong computer science and physics background. Self-motivated with a passion for learning and strong desire to seek out solve new problems.Data Science & Machine Learning:Decision Trees, Lasso, Elastic Net, Ridge, Gradient Boosting, Random ForestProgramming Languages:Python, R, C++
Listed skills include Python, R, C++, Unix, and 21 others.
Current workplace
Daniel Ventura's current company
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8 roles
Daniel Ventura work experience
A career timeline built from the work history available for this profile.
Product Engineer
Research Data Scientist
Apr 2021 - Sep 2021
Research Scientist
* Developed regression algorithm to extrapolate the light volume produced by a luminaire from a limited data set* Developed software to control 10 separate pieces of hardware in order to take measurements of luminaires (including spectrum, flicker & light volume images)* Developed algorithm to generate artificial sky light with moving clouds & time-of-day-correct spectrum* Wrote Monte Carlo simulations of UV air sanitizer to inform engineers on product design and specifications to meet required performance
Oct 2017 - Sep 2021
Data Scientist
* Predict revenue for new products based on historical data, social media and e-commerce
Sep 2017 - Oct 2017
Team Lead, Data Scientist
* Build models (GBM, RF and glmnet) in R and python to detect fraudulent loans* Develop algorithms to perform sample bias correction using booked loans to extrapolate to the entire “through-the-door” population* Develop a Bayesian belief network program in C++ to find applicants who are linked and are possible third-party fraud* Develop segmentation strategy to partition data into homogeneous clusters to improve model performance
May 2015 - Aug 2017
Postdoctoral Research Associate
Data analysis: Search for long-lived particles and search for black holesAlgorithm development: Developed algorithms for the data acquisition system to select and record events potentially containing long-lived particle decays. Designed and implemented pattern recognition software to reconstruct the trajectory of charged particles for displaced decay vertices and developed specialized vertex reconstruction algorithms to identify the decay position of long-lived particles.Convener of the long-lived particle group: Organize and convene meetings of the group. Interact on a day-to-day basis with the ~10 analysis teams searching for long-lived particles. Collaborate with the analysis teams to ensure timely and accurate completion of analysis projects. Review and approve analyses/publications produced within the long-lived particle sub-group.
Feb 2012 - Apr 2014
Graduate Student
Ph.D level course work and research. Teaching introductory and advanced undergraduate laboratory sections.
Sep 2005 - Feb 2012
2 education records
Daniel Ventura education
Doctor Of Philosophy (Ph.D.), Physics
University Of Washington
Bachelor Of Science (Bs), Physics
Uc San Diego
FAQ
Frequently asked questions about Daniel Ventura
Quick answers generated from the profile data available on this page.
What company does Daniel Ventura work for?
Daniel Ventura works for Aven.
What is Daniel Ventura's role at Aven?
Daniel Ventura is listed as Product Engineer at Aven.
What is Daniel Ventura's email address?
AeroLeads has found 1 work email signal at @aven.com for Daniel Ventura at Aven.
Where is Daniel Ventura based?
Daniel Ventura is based in Pasadena, California, United States while working with Aven.
What companies has Daniel Ventura worked for?
Daniel Ventura has worked for Aven, Korrus, Ecosense, A Korrus Company, Loot Crate, and Elevate.
How can I contact Daniel Ventura?
You can use AeroLeads to view verified contact signals for Daniel Ventura at Aven, including work email, phone, and LinkedIn data when available.
What schools did Daniel Ventura attend?
Daniel Ventura holds Doctor Of Philosophy (Ph.D.), Physics from University Of Washington.
What skills is Daniel Ventura known for?
Daniel Ventura is listed with skills including Python, R, C++, Unix, Machine Learning, Data Analysis, Unix Shell Scripting, and Software Design.
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