Brian Huang is a ML at Google DeepMind. Colleagues describe them as "I had the pleasure of being Brian’s manager during his summer internship at Centrly. Brian was a full-stack software engineering intern, helping build the Webapp platform and early recommendation systems. I want to highlight three key differentiators for Brian - quick learner, strategic thinker, and collaborative. Quick Learner - Brian joined Centrly with minimal knowledge of the programs we use for our tech stack. We initially set the goal for him to work on some of the graph analytics, which would require him to understand the workings of the database back-end, run the correct algorithms on the data, and then visualize the results in the form of recommendations on the front-end. Strategic Thinker - Brain led the project for envisioning the early recommendation system. He developed the framework of which algorithms to use, based on market research of competitors, and proposed the strategy to the team, then successfully implemented the solution. Collaborative - Given Brian’s full-stack role, he had to interface with our global, international team of software engineers and UX designer, all around the world. This meant late Friday night calls, which he consistently made, and tracking his work on Trello and communicating via Slack to garner input and iterate. Any team will be lucky to have Brian. I look forward to seeing what complex problems he solves in the future."
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MlGoogle DeepmindNew York, Ny, Us -
Ai ResidentHaize Labs Jul 2024 - Dec 2024a great time conducting adversarial ML research & applying it to the Haize product suitethings i helped with:openai o1 safety contract (check us out in openai's o1 system card!)anthropic safety contractscale-adaptive attacks & computational overload jailbreak mechanism (via bijection attack) [https://arxiv.org/abs/2410.01294] [in submission to iclr 2025]composition attack (https://arxiv.org/abs/2411.01084) [neurips 2024 solar workshop, redteaming genai workshop]other exciting things from the haize team:ai21 partnershipgoodfire partnershipacgredteaming w/ dspysecure rag (mongodb partnership)cascade multi-turn attack (https://blog.haizelabs.com/posts/cascade/)more partnerships incoming(see https://blog.haizelabs.com/) -
Research EngineerMatic Robots Sep 2023 - Jun 2024Mountain View, California, Usautonomous driving perception stack. neural net training and inference. -
Graduate Research AssistantMit Computer Science And Artificial Intelligence Laboratory (Csail) Feb 2022 - Aug 2023Cambridge, Ma, UsMądry Lab. Supervised by Hadi Salman & Aleksander Mądry.Adversarial robustness & model ensemblingSystems optimization in computer vision trainingMaster’s thesis: “Adversarially learned soups: neural network averaging for joint clean and robust performance.” -
Graduate Teaching AssistantMassachusetts Institute Of Technology Feb 2022 - Jun 2023Cambridge, Ma, UsSome ML, stats, math classesFall 2022: 6.867 Machine Learning (graduate level)Spring 2023: 6.3720/6.3722 Statistical Data Analysis (undergrad + graduate level)Spring 2022: Teaching Assistant for Intro to Math Problem-SolvingSpring 2022: Lab Assistant for Machine Learning (undergrad level) -
Machine Learning Research ResidentRedwood Research Jan 2023 - Jan 2023Berkeley, Ca, UsAI safety / mechanistic interpretability / model internals / NLP -
Quantitative Research InternJ.P. Morgan Jun 2021 - Aug 2021New York, Ny, UsOptions risk -
Quantitative Research InternJ.P. Morgan Jan 2021 - Jan 2021New York, Ny, UsFixed-income interest rates -
Research MentorSummer Stem Institute (Ssi) Jun 2020 - Aug 2020Deep learning, number theory, data analysis -
Quantitative Research InternWorldquant Jun 2019 - Aug 2019Old Greenwich, Ct, UsEquities trading alphas
Brian Huang Education Details
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Massachusetts Institute Of TechnologyMathematics | Computer Science And Engineering -
Hunter College High SchoolHigh School Diploma -
Program In Mathematics For Young Scientists, Boston UniversityNumber Theory -
Science Honors Program, Columbia University
Frequently Asked Questions about Brian Huang
What company does Brian Huang work for?
Brian Huang works for Google Deepmind
What is Brian Huang's role at the current company?
Brian Huang's current role is ML.
What schools did Brian Huang attend?
Brian Huang attended Massachusetts Institute Of Technology, Hunter College High School, Program In Mathematics For Young Scientists, Boston University, Science Honors Program, Columbia University.
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