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Software developer with experience writing Clojure code to implement back-end systems, including REST api endpoints and data pipeline infrastructure.Scientist with extensive experience in experimental, computational, and statistical approaches to deriving insights from complex data. Demonstrated ability to communicate results and interpretations in both verbal and written form.Enjoy writing code, creative problem solving, and working collaboratively.https://github.com/matthewrfellows
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Lead Software EngineerCapital One Feb 2022 - PresentMclean, Va, Us -
Master Software EngineerCapital One Feb 2020 - Feb 2022Mclean, Va, Us -
Senior Software EngineerCapital One Jul 2016 - Feb 2020Mclean, Va, Us -
Software DeveloperStudio71 Jul 2014 - May 2016Beverly Hills, Ca, UsBack-end Clojure Developer.Implemented REST api routes for serving data from Amazon RDS and ElasticSearch sources.Wrote code for interacting with external APIs (e.g, Facebook, Twitter, YouTube, Instagram, Vine, Salesforce) to pull data into our analysis and storage pipeline.Implemented computational models in Clojure, Torch, and the probabilistic programming languages STAN, and Anglican.Collaborated with our front-end team to fine-tune our internal API for their needs. Worked in concert with our software architect to design and implement our back-end systems within the Amazon AWS infrastructure.Worked with our VP of Product to determine avenues of research which would generate useful business insights, including descriptive and predictive models. -
Chief Autodidact"Purposive Industries" Nov 2012 - Jul 2014*Generative 3-D models -- in-browser editing and stochastic sampling of curves and surfaces.. Implemented Gaussian Process sampling over vector functions of meshes in Javascript.. Implemented Rational Gaussian curves and surfaces in Javascript.. Used THREE.js library for in-browser display and editing of stochastic objects*Kaggle Data Science competitions.. Clojure: Yandex Web Search, Allstate Purchase Prediction.. Python: Traveling Santa Problem, Observing Dark Worlds*Wrote Restricted Boltzmann Machine library in Clojure*Wrote basic web server in Node.js for parsing and storing of 3-D object files. Ran on Heroku.com*Generative News.. Wrote web scraper for News headlines and implemented docNade network in Clojure
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Postdoctoral ResearcherUcsf Oct 2006 - Oct 2012San Francisco, California, Us-- Computational and empirical studies of multi-sensory fusion --*Designed and conducted experiments for assessing sensory fusion in neurons and behavior*Modeled brain activation by sensory inputs using Generalized Linear Model regression*Assessed multi-sensory fusion in neural populations via Maximum Likelihood decoding*Evaluated models via hypothesis testing, including Monte Carlo methods*Modeled neural learning as density estimation using undirected graphical models (RBM)*Modified and implemented Kalman Filter Mixture Model for semi-supervised clustering of non-stationary neural data*Identified and removed data pipeline bottleneck: designed and implemented custom application (in Matlab) to automate data pre-processing. This resulted in 10x reduction in person-hours required.*Performed and taught neurosurgical procedure for intra-cortical electrode array implantation*Presented results in lectures, posters and journal articles*Mentored graduate students -
Postdoctoral ResearcherBrown University May 2005 - Sep 2006Providence, Rhode Island, Us-- Spatio-temporal analyses of the neural control of movement --*Recorded and analyzed activity of large neural populations during arm movement*Statistical analyses of the relationship between neural activity and movement*Performed, taught, and improved implantation of high channel-count electrode arrays*Presented results in lectures, posters and journal articles*Guest-lectured on methods for extracting and using brain signals -
ConsultantCyberkinetics 2000 - 2005*Trained customers (scientists and surgeons) on neuroprosthesis implant procedure*Co-wrote manual on implant procedure*Contributed to data required for initial clinical trial of intra-cortical neuroprosthesis
Matthew Fellows Skills
Matthew Fellows Education Details
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Brown UniversityNeuroscience -
Uc Santa BarbaraMicrobiology
Frequently Asked Questions about Matthew Fellows
What company does Matthew Fellows work for?
Matthew Fellows works for Capital One
What is Matthew Fellows's role at the current company?
Matthew Fellows's current role is Sr. Lead Software Engineer at Capital One.
What is Matthew Fellows's email address?
Matthew Fellows's email address is ma****@****ail.com
What is Matthew Fellows's direct phone number?
Matthew Fellows's direct phone number is +141549*****
What schools did Matthew Fellows attend?
Matthew Fellows attended Brown University, Uc Santa Barbara.
What skills is Matthew Fellows known for?
Matthew Fellows has skills like Matlab, Statistics, Neuroscience, Machine Learning, Neurophysiology, Electrophysiology, Biostatistics, Generalized Linear Models, Experiment Design, Behavioral Training, Computational Models, Non Human Neurosurgical Techniques.
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