Avishek Dutta work email
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Hi, I'm Avi! I've been working as a Software Engineer in a backend/systems/server role on the Marketplace, IG Shopping, and IG Explore teams for the last six years. I have extensive experience building large-scale recommendation systems and love improving products for the millions of people that find value in them every day.
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Staff Software EngineerInstagram Feb 2023 - PresentWorking as a systems/ml engineer on IG Explore -
Senior Software EngineerInstagram May 2021 - Feb 2023Worked as a systems/backend engineer on IG Shopping
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Senior Software EngineerFacebook Aug 2019 - May 2021 -
Software EngineerFacebook Apr 2017 - Aug 2019Worked as a backend/systems engineer on Marketplace Infra where I helped build out and scale Marketplace's retrieval/ranking infrastructure. At the core of our infrastructure is a state-of-the-art recommendation system that helps over 1B people buy and sell products within their local community every month.
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Software Engineer InternFacebook Jun 2016 - Sep 2016Worked with the ranking infrastructure and type-ahead groups within the Search & Profile team.
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Robotics Engineering InternIrobot Jun 2015 - Sep 2015Bedford, Massachusetts, UsDesigned an interface between publicly available SLAM datasets and iRobot's vSLAM algorithm to test the accuracy and limitations of the existing autonomous navigation software. Investigated the practicality of using convolutional neural networks to identify household objects and furniture within images retrieved from iRobot’s Roomba. -
Undergraduate ResearcherCaltech Jan 2015 - Jun 2015Pasadena, Ca, UsWorked with machine learning professors and graduate students to design 'interpretable' classifiers. Fine-tuned a convolutional neural network using a dataset of North American Birds. Extracted neurons from the top layers of the network in order to analyze top image firings for given sets of neurons. Trained Support Vector Machines on extracted features to be further analyzed using confusion matrices, singular value decomposition, and other various techniques. -
Software Engineering InternJpl (Nasa'S Jet Propulsion Laboratory) Jul 2014 - Sep 2014Pasadena, Ca, UsDeveloped operations software to control multiple heterogeneous robots simultaneously from a common interface via the Internet. Designed a communications stack that enables communication between robots and the control system. Integrated the communications stack with the API developed by the team. Deployed a graphical web application that simplifies human interaction with the system. -
Software Engineering InternBerkeley Lab Jun 2012 - Aug 2012Berkeley, Ca, UsWorked with the engineering department of the Center for X-Ray Optics at LBNL to research and develop new techniques for nanolithography. Developed software to supplement a prototype stage design to be analyzed for use in EUV lithography. Used an object-oriented design paradigm to model the various motors and sensors comprising the stage.
Avishek Dutta Skills
Avishek Dutta Education Details
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CaltechComputer Science
Frequently Asked Questions about Avishek Dutta
What company does Avishek Dutta work for?
Avishek Dutta works for Instagram
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Avishek Dutta's current role is Staff Software Engineer @ Instagram.
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What schools did Avishek Dutta attend?
Avishek Dutta attended Caltech.
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Avishek Dutta has interest in Science And Technology, Education.
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Avishek Dutta has skills like Python, C++, Java, C, Sql, Machine Learning, Linux, Data Mining, Html, R, Css, Assembly Language.
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