Austin Mcever, Phd Email and Phone Number
Austin Mcever, Phd is a Lead Machine Learning Engineer | Deep Learning Research Scientist at Nubank. Colleagues describe him as "I highly recommend Austin to all ML related position in the recommendation industry. Austin worked as an intern with me in Meta for multi months and I have first hand information from that period and I’m pretty sure he is qualified for a research scientist or ML engineer. He showed great skills and knowledge in machine learning, and develop an new vertical modeling approach most independently. He got a high rate of his internship review and all of us are acknowledging his contribution! It is such a shame that his journey in meta ends up such shortly with the mass layoff, and I believe it is a big luck for the next company recruits him."
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Lead Machine Learning EngineerNubank Aug 2024 - PresentSão Paulo, Sp, Br
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Research ScientistHyperplane (Acquired By Nubank) May 2023 - Aug 2024Palo Alto, California, Us- Developed label collections strategy for optimal training, validation, and test sets for BERT-based transaction categorizer with blend of rules, search, and human based labels- Increased exact match accuracy of categorizer by 15% using data blending, hyperparameter searching, and architecture improvements- Tuned and improved GPT style LLMs for a variety of tasks including Customer Relation Management, persona assignment, and credit default prediction- Lead credit default prediction proof of concept (POC) project with Nubank, pretraining and finetuning large language credit models (LLMs), ultimately resulting in Hyperplane's acquisition -
Research Scientist, Machine Learning GeneralistMeta Nov 2022 - Nov 2022Menlo Park, Ca, Us -
Graduate Student ResearcherUc Santa Barbara 2017 - 2022Santa Barbara, Ca, UsDissertation titled "Detection and Segmentation Using Less Supervision"Learn more about my research on my personal website: www.austinmcever.comHighlights- Collaborate with climate change and marine science group (MARE), to use convolutional neural network (CNNs) models for automation of annotation of videos via context-driven tracking of invertebrate species in natural ecosystem with 14% increase in detection mAP - Released videos as open-source big data set with analytics after additional data collection -
Software Engineer Intern - Machine LearningFacebook Jun 2021 - Sep 2021- Enhanced Facebook video recommendation modeling in distributed computing environment, driving performance (e.g. watch time) by 1% via A/B testing experiments resulting in full time job offer following graduation- Committed >1,000 lines of code to improve Facebook Watch and Facebook Video Chaining recommendations by increasing performance on low traffic video with data driven approach -
Computer Vision Research InternMayachitra, Inc. Jun 2018 - Sep 2018Santa Barbara, California, Us- Adapted YOLOv3 codebase to search for classes of marine vessels in xView dataset of satellite imagery resulting in hundreds of thousands of dollars of funding from Office of Naval Research (ONR) for further applied research -
Research InternOsisoft May 2017 - Sep 2017San Leandro, Ca, Us- Connected OSISoft's PI System data infrastructure to Esri ArcGIS to facilitate a real time data visualization of CURENT's real time power grid simulation- Compared the OSISoft PI System and Esri ArcGIS visualization with custom Python visualization software developed during time with CURENT -
Undergraduate Student ResearcherCurent Jan 2016 - May 2017Knoxville, Tn, Us- Created custom visualizations for power system simulations using wxPython- Traveled to Southeast University in Nanjing, China to assist in developing a genetic algorithm to find solutions to microgrid power system simulation stability issues
Austin Mcever, Phd Education Details
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Uc Santa BarbaraComputer Science -
Uc Santa BarbaraComputer Science
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University Of Tennessee, KnoxvilleComputer Science
Frequently Asked Questions about Austin Mcever, Phd
What company does Austin Mcever, Phd work for?
Austin Mcever, Phd works for Nubank
What is Austin Mcever, Phd's role at the current company?
Austin Mcever, Phd's current role is Lead Machine Learning Engineer | Deep Learning Research Scientist.
What schools did Austin Mcever, Phd attend?
Austin Mcever, Phd attended Uc Santa Barbara, Uc Santa Barbara, University Of Tennessee, Knoxville.
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