Ricardo Macias Email and Phone Number
Ricardo Macias work email
- Valid
Ricardo Macias personal email
Experienced ML research engineer
- Website:
- google.com
- Employees:
- 1
- Company phone:
- 916.253.7820
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Machine Learning EngineerGoogle Jun 2022 - PresentMountain View, Ca, UsYouTube Search Ranking
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Machine Learning ResearcherRadical Convergence Mar 2020 - May 2022• Implemented, trained, and modified Generative Adversarial Networks in order to generate photorealistic content.• Developed a method for real-time image semantic editing, by applying different forms of unsupervised learning to a trained Generative Adversarial Network.
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Machine Learning EngineerVrl Oct 2018 - Feb 2020• Invented and implemented a variant of a Graph Convolutional Network which beat the state-of-the-art in the task of Algorithm Classification; subsequently wrote a paper describing the method for internal publication.• Implemented a Reinforcement Learning environment alongside a Deep Q Network which carried out a task related to Vulnerability Research.• Architected and developed an application which provides advanced understanding of video, images, audio, and text via the use of various deep networks.
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Machine Learning Engineering InternNcr Corporation Feb 2018 - Aug 2018Atlanta, Georgia, Us• Implemented and trained a Deep Convolutional Autoencoder which drasticallyimproved the speed (171%) and accuracy (88% -> 97%) of real-time objectrecognition across a view composed of multiple cameras.• Developed the testing infrastructure to evaluate object localization andclassification performance of various deep learning models.• Created data visualizations to qualitatively evaluate the impact of differentcamera angles on model performance. -
Data Science FellowData Science For Social Good May 2017 - Jul 2017• Developed a computer simulation of the traffic flow of 105 million inhabitantsin Senegal.• Implemented a Convolutional Neural Network which predicts flood occurrence.• Developed an interactive visualization which demonstrates how variousenvironmental conditions in Senegal change overtime.
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Undergraduate ResearcherGeorgia Institute Of Technology Oct 2016 - May 2017Atlanta, Georgia , Us• Worked on Drawing Apprentice, an application in which the user can createartwork by collaborating with an interactive AI artist.• Implemented a Variational Autoencoder with a novel optimization method thatcould generate hand-drawn sketches across 250 categories, which resulted inan academic publication.• Communicated deep learning research and its potential applications tocomputational creativity at weekly lab meetings. -
Software Engineer InternHbo May 2015 - Aug 2015New York, Ny, Us• Developed an XML parser which visualized a scheduled programming calendaralongside technical information, which was pushed to production to aid QA.• Implemented a variant of the Collaborative Filtering algorithm.
Ricardo Macias Skills
Ricardo Macias Education Details
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Georgia Institute Of TechnologyComputer Science -
Georgia Institute Of TechnologyMathematics
Frequently Asked Questions about Ricardo Macias
What company does Ricardo Macias work for?
Ricardo Macias works for Google
What is Ricardo Macias's role at the current company?
Ricardo Macias's current role is Machine Learning Engineer at Google.
What is Ricardo Macias's email address?
Ricardo Macias's email address is ri****@****gle.com
What schools did Ricardo Macias attend?
Ricardo Macias attended Georgia Institute Of Technology, Georgia Institute Of Technology.
What skills is Ricardo Macias known for?
Ricardo Macias has skills like Python, Machine Learning, Computer Vision, Pytorch, C++, Keras, D3.js, Numpy, Deep Learning, Natural Language Processing, Pandas, Matlab.
Who are Ricardo Macias's colleagues?
Ricardo Macias's colleagues are Daria Malyi, Jongwon Alice Yu, Dariusz Horszczaruk, Chhavi Sharma, Cfa, Shu Zhou, Jagadesh S, Богдан Борисов.
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