Amir Maleki work email
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Amir Maleki personal email
Currently working on ML systems focused on enterprise generative AI, search, recommendation.Previously worked on physics informed machine learning (Ansys) as well as AI safety (Stanford).PhD in applied math focused on numerical simulation.
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Applied Research ScientistMeta Jan 2022 - PresentMenlo Park, Ca, UsSearch and Recommendation, gen AI -
Machine Learning ResearcherAnsys Aug 2020 - Dec 2021Canonsburg, Pa, UsIncorporating deep learning for accelerating numerical simulations -
Postdoctoral ResearcherStanford University Aug 2019 - Dec 2020Stanford, Ca, UsI work at Stanford Intelligent Systems Lab (SISL) in the department of Aeronautics & Astronautics. At SISL, I am working on multiple projects:1) AI safety verification: developing analytical methods to verify an AI system performance. For example, how would we make sure a robot with a neural network controller does not behave unexpectedly. We are bringing tools from formal methods community and using them for verifying properties neural network system.2) Human driving: building human driving models using the preference learning framework. Here, a user answers 50 questions that involves choosing one out of two driving trajectories. We will be able to build an "individual" model based on the user responses. 3) Fluid control: developing deep-learning driven controller for controlling complicated dynamical systems such as turbulent flows. -
InstructorStanford University Jan 2020 - Aug 2020Stanford, Ca, UsI taught AI for Stanford Pre-Collegiate Studies.
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Data Science InternFind Innovation Labs Inc. Jun 2019 - Jul 2019Vancouver, British Columbia, CaAt Find, I was working on making recommendation system that are particularly designed for cold start items. Our approach involved developing a random-walk system that traverses along a three layer bipartite graph. The layers are users, items and item features. This approach is inspired by the Pixie algorithm developed at Pinterest. -
Sessional InstructorThe University Of British Columbia Sep 2016 - May 2019Vancouver, British Columbia, CaFrom 2016 till 2019, I taught four courses at UBC including Differential Calculus, Linear Algebra and Heat Transfer.
Amir Maleki Skills
Amir Maleki Education Details
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The University Of British ColumbiaApplied Mathematics -
The University Of British ColumbiaMechanical Engineering
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Sharif University Of TechnologyMechanical Engineering
Frequently Asked Questions about Amir Maleki
What company does Amir Maleki work for?
Amir Maleki works for Meta
What is Amir Maleki's role at the current company?
Amir Maleki's current role is Applied Research Scientist @ Meta.
What is Amir Maleki's email address?
Amir Maleki's email address is amirmaleki@fb.com
What schools did Amir Maleki attend?
Amir Maleki attended The University Of British Columbia, The University Of British Columbia, Sharif University Of Technology.
What are some of Amir Maleki's interests?
Amir Maleki has interest in Skiing, Matlab Programming, Biking, Heat Transfer Hiking, Experimental Fluid Mechanics, Swimming, Cfd, Heat Transferhiking.
What skills is Amir Maleki known for?
Amir Maleki has skills like C++, Teaching, Microsoft Office, Research, Analysis, Microsoft Excel, Microsoft Word, Powerpoint, English, Windows, Outlook, Budgets.
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