Brian Hsu Email and Phone Number
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Welcome to my LinkedIn page! I am an AI Engineer working in the fairness domain with the goal of making the LinkedIn experience better for all members. My particular interests lie at the intersection of constrained optimization and machine learning. Across several ML applications, there are more things that we want from the model beyond just predictions. These asks, such as fairness criteria, are often overlooked, but constrained optimization provides us tools to achieve them and have our models behave more appropriately and interpretably. I am on a journey to constantly learn more about both fields and creatively merge them together. Thanks for visiting my profile!
Google Deepmind
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Senior Software EngineerGoogle DeepmindCalifornia, United States
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Senior Ai EngineerLinkedin Mar 2023 - PresentSunnyvale, California, United States -
Ai EngineerLinkedin Sep 2021 - May 2023Sunnyvale, California, United StatesDesign and implement rigorous algorithms that detect and mitigate bias/inequity across the many products at LinkedIn.
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Data Science InternMit Sloan / Cvs Health Feb 2021 - Aug 2021Boston, Massachusetts, United StatesDeveloped a chatbot for CVS as part of the MIT MBAn Capstone Project. Used Pytorch and Huggingface to fit, tune, and test several NLP models for few-shot/sparse text classification purposes such as bag-of-words, BERT, and transformer-based Siamese neural networks. Our final model achieved 88% accuracy across 20+ intents which we projected to yield $3MM+ in additional revenue for CVS's pharmacy business upon implementation. -
Mban Candidate & Research Assistant At MitMassachusetts Institute Of Technology Aug 2020 - Aug 2021Cambridge, Massachusetts, United StatesResearch with Professor Rahul Mazumder in various applied machine learning topics, including unsupervised learning for fraud detection, sparse additive models for interpretable Census Bureau response rate regression, and graph neural networks for bank deposit prediction. -
Quantitative Advisory ServicesEy Sep 2018 - Aug 2020San Francisco Bay AreaProvided model validation services to over 5 large banks and fintech companies - Assess models on a theoretical and empirical perspective to ensure they are conceptually sound.- Test models using R and Python for performance, stability, and interpretability.- Identify model weaknesses and suggest potential improvements to clients.- Models feature statistical and machine learning features for purposes including ALLL expected credit loss, credit scoring, anomaly and fraud detection, and chatbots.
Brian Hsu Skills
Brian Hsu Education Details
Frequently Asked Questions about Brian Hsu
What company does Brian Hsu work for?
Brian Hsu works for Google Deepmind
What is Brian Hsu's role at the current company?
Brian Hsu's current role is Senior Software Engineer.
What is Brian Hsu's email address?
Brian Hsu's email address is brian.hsu@ey.com
What schools did Brian Hsu attend?
Brian Hsu attended Massachusetts Institute Of Technology, University Of California, Los Angeles.
What skills is Brian Hsu known for?
Brian Hsu has skills like Mathematics, C++, Matlab, Microsoft Excel, R, Python, Model Validation.
Who are Brian Hsu's colleagues?
Brian Hsu's colleagues are Trent-Cmw5daq7 Doe, Space Core, Derrick Kamau, Carly Mustich, Khaja Hussain, Johnqqe3k0503-133849 Doe, Ayda Namjou.
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