Experience

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  University of california san diego

  Jul 2017 - Jun 2019

  Visiting lecturer
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  San diego mesa college

  Aug 2018 - May 2019

  Adjunct professor
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  San diego jewish academy

  Aug 2019 - Jul 2020

  Upper school math teacher
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  Johns hopkins center for talented youth (cty)

  Jul 2020 - Jan 2024

  Instructor
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  San diego mesa college

  Aug 2020 - Jun 2022

  Adjunct instructor
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  Uc san diego

  Jul 2021 - Sept 2021

  Visiting lecturer

  I taught in the Summer Bridge Program.

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  Civic knowledge

  Aug 2023 - Jan 2024

  Data science intern

  - Built a cleaning pipeline for educational experiences from our dataset of LinkedIn Profiles using simplemma and OpenAI GPT chat completion to determine degrees and majors from lists of words contained in the degrees and majors.- Used a chromadb vector database collection consisting of text embeddings of descriptions of six digit NCES Classification of Instructional Programs (CIP) codes (both official NCES descriptions and descriptions from Credential Engine) combined with a whoosh index consisting of the NCES official six digit CIP titles and the alternative titles from Credential Engine to match degree-major combinations with four digit CIP titles.- Built a neural network to classify degree-major combinations with four digit CIP titles by training the model on the text embeddings of the alternative six digit CIP titles from Credential Engine labeled by the four digit CIP titles. Show less

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  Assurant

  May 2024 - Aug 2024

  Ai & data science intern

  - Produced 12 month forecasts for CoreLogic residential construction cost index with test MAPE of 5.17% using various macroeconomic predictors - Utilized a time series resampling technique combined with one hot encoding to make the best use of a small dataset of multivariate time series (158 timesteps)- Built a time series forecasting pipeline from data cleaning, EDA, and preprocessing to forecasting using various RNN models (SimpleRNN, LSTM, GRU) with different forecasting capabilities (single step ahead, multistep, and single step ahead for all input timesteps)- Worked largely independently with regular progress presentations to senior members of the Data Science team, including the director Show less

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  Icw group

  Nov 2024 - now

  Data scientist