Ashwin Murthy work email
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Ashwin Murthy personal email
Interested in developing and implementing novel technical solutions to real world problems, specifically in the ML space.
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Staff EngineerQualcomm Nov 2023 - PresentSan Diego, Ca, UsAI Hub Teamhttps://aihub.qualcomm.com/ -
Machine Learning EngineerTetra Ai Aug 2023 - Nov 2023Seattle, Wa, UsAcquired by Qualcomm -
Machine Learning EngineerGroq Dec 2020 - Jul 2023Mountain View, California, Us -
Independent ProjectData Augmentation Gan In Pytorch Apr 2020 - Sep 2020- Wrote a PyTorch implementation of (arXiv:1711.04340), which trains a GAN to help with image classification when data is scarce- GAN takes in an image and outputs a new altered image from the same class.- Passing training data through GAN creates increased sample variation and an improved deep learning classifier- Showed stat-sig improvement on omniglot dataset with <5 samples per class- More details at github link below
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Software Engineer, Adaptive ExperimentationFacebook Sep 2017 - Oct 2019- Helped develop a library which uses Bayesian Optimization for hyperparameter tuning of ML models- Used same BO methods to optimize large-scale production systems (e.g. News Feed Recommender system) by tuning hardcoded parameters via A/B tests- Helped build self-serve internal tool enabling teams to optimize their systems with our library- Contributed to open sourcing our library Ax (https://ax.dev/) -
Software Engineer, NotificationsFacebook Sep 2015 - Sep 2017- Contributed to end-to-end machine learning stack (pipeline, training, feature computation, inference) for scoring and filtering out low-quality Push, Email, SMS notifications- Helped maintain + add features to C++ backend system for serving the models at 1M+ QPS- Developed models + heuristics to filter out low quality SMS; drastically reduce volume to appease carrier demands while preserving value to users- Experimented with new modeling approaches to predict incremental likelihood of visitation from sending a given SMS- Built out pipelines + logging of notification settings changes to use as counter metrics against making notifications more spammy- Built infrastructure to diagnose which users are reachable via notifications (e.g. valid email, settings on, etc.) and flag the reason if user was not reachable -
Cs Undergraduate Teaching AssistantCornell University Jan 2013 - May 2015Ithaca, Ny, Us- Was on course staff for CS 2110, 2800, 4820 (Data Structures + OO programming, Discrete Math, Algorithms respectively)- Hold Office Hours to help students with assignments as well as prepare for exams- Grade assignments and exams -
Undergraduate Research AssistantWise Research Group Nov 2012 - May 2015- Fabricated solar cells using PbS nanocrystals (method described here https://pubs.acs.org/doi/abs/10.1021/nn404457c)- Ran experiments varying conditions of fabrication process to test effect on solar cell efficiency
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Software Engineer InternFacebook May 2014 - Aug 2014- Worked on an ML system used to predict closeness between two friends- Integrated the system into Instagram to enable predictions for IG users- Ran some tests using these scores to rank followers lists on profiles -
Android DeveloperSelf-Employed May 2012 - Jul 2013- Developed and published an app on the play store called Super Tic-Tac-Toe, a more complex extension of the traditional game- Implemented a one player AI to play against using a minimax algorithm- Can be downloaded from the play store with the below link
Ashwin Murthy Skills
Ashwin Murthy Education Details
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Cornell UniversityEngineering Physics + Computer Science -
Bridgewater-Raritan High School
Frequently Asked Questions about Ashwin Murthy
What company does Ashwin Murthy work for?
Ashwin Murthy works for Qualcomm
What is Ashwin Murthy's role at the current company?
Ashwin Murthy's current role is Machine Learning Engineer.
What is Ashwin Murthy's email address?
Ashwin Murthy's email address is am****@****ell.edu
What schools did Ashwin Murthy attend?
Ashwin Murthy attended Cornell University, Bridgewater-Raritan High School.
What are some of Ashwin Murthy's interests?
Ashwin Murthy has interest in Technology, Nba, Physics, Ultimate Frisbee.
What skills is Ashwin Murthy known for?
Ashwin Murthy has skills like Java, Python, Algorithms, Research, C, Artificial Intelligence, Android Development, Objective C, Git, Ios Development.
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