Hi! I’m Jonathan, a data scientist from San Diego, CA. I specialize in statistical analysis, financial technology, and the intersection between deep learning + biomedicine.
WORK EXPERIENCE
Business Analytics → Grand & Strand LLC, San Diego, 2022–2024
Independent Research → San Diego, CA, 2022-2024
EDUCATION
Machine Learning Engineering → UC San Diego, Extended Studies
Bachelor of Arts, Economics → San Diego State University, College of Arts & Letters
projects
collaborated with a team of 6 engineers and medical students to explore statistical analysis of post-operative complications as well as deep learning models to perform CT segmentation.
designed and implemented a website for an open-source data management effort. collaborated with fellow engineers and bartenders alike to create a product that utilizes OCR to streamline paper inventory processes.
repository for the underlying software behind the feather effort. utilizes OCR, machine learning, python, & openpyxl.
ran various machine learning algorithims on credit card data to find the model which was most accurate in predicting fraudulant purchases.
interactive dashboard of bee population data using Dash, Python, and Streamilt.
automatic machine learning - stock market data
utilized pycarot to create a site for users to select date ranges and ticker symbols to automatically run a variety of time series algorithms to determine the best model for their data.
utilized Azure Form Recognizer and Streamlit to create a script to pull values from documents filled out by hand.
allows a user to specify a geographical location and utilize Stormglass API to gather data regarding local surf conditions such as wave height and swell size.