I am a masters student at Columbia University Financial Engineering. I have formal experience in AI, Physics, Philosophy, Coding, and Painting. I have informal experience in casual conversation and being tall. Having studied Physics for 3.5 years, I have experience processing complex data, thinking creatively and analytically, and dealing with intricate concepts. These skills can be exemplified in two of my research projects - one studying black hole thermodynamics which dealt with challenging applications of differential geometry, and another applying the physics-based Fourier transform to financial time series GANs. I also have a year of experience as a Physics TA, preparing me to communicate difficult concepts effectively from every angle.
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Research ScientistAmazonWest Greenwich, Ri, Us -
Research EngineerAsk2.Ai Sep 2022 - PresentNew York, United StatesI am leading several projects researching AI applications in finance, including building a GPT for financial time series forecasting and a frequency-space GAN architecture for synthetic financial time series replication. Results for both projects are promising. -
Research EngineerBloomberg Sep 2022 - Mar 2024New York, United StatesI worked in a small group of two researching an AI interpretability problem: using the LIME interpretability framework to classify whether data is "pristine" vs. whether it has been adversarially attacked (either with statistical noise or with model-conscious methods such as FGSM noise). We achieved impressive results, including over 99% accuracy classifying Gaussian noise on the ImageNet v2 dataset and accuracies well over 80% for several other types of noise. A paper on this work is in the final editing stages and will be published shortly. -
Research AssistantSauma Capital Llc Jun 2022 - Jan 2023New York, United StatesLed several self-driven research projects on AI applications in finance, including order slicing and financial time series GANs. Presented research findings/updates in weekly meetings to the project manager. -
Physics TaUniversity Of Massachusetts Amherst Jan 2019 - Dec 2019Amherst, Massachusetts, United StatesI was a TA for two introductory Physics courses during my time at UMass. One of the courses was a Matlab based computational physics course, focused on data analytics and simulations/modeling. The courses had 80 and 25 students, respectively. I was responsible for both grading weekly assignments and helping students grasp difficult concepts. This was a position that I enjoyed immensely and learned a lot from, both from the professors teaching the courses and from the act of teaching myself. This prepared me to effectively communicate difficult concepts to novices.
Alexander Phillips Education Details
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Financial Engineering -
University Of Massachusetts AmherstPhysics
Frequently Asked Questions about Alexander Phillips
What company does Alexander Phillips work for?
Alexander Phillips works for Amazon
What is Alexander Phillips's role at the current company?
Alexander Phillips's current role is Research Scientist.
What schools did Alexander Phillips attend?
Alexander Phillips attended Columbia University In The City Of New York, University Of Massachusetts Amherst.
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