https://rikturr.com/blog daily 0.75 2021-08-03 https://rikturr.com/blog/new-site-new-city-new-job monthly 0.5 2021-08-03 https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628031194337-JJMCXT0YZL7595TDPCS1/65F1CBC6-6416-4AEF-AA41-6BE23E6B410A.JPG Blog - New site, new city, new job! - Make it stand out Taken from the Squarespace office at 8 Clarkson St https://rikturr.com/blog/issuing-corrections-benchmarks-are-hard monthly 0.5 2021-08-03 https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628028756155-2LTSVVI2XC4JFXWM05BT/1*vfbmXNnbNONKDy7QNDNwtg.png Blog - Issuing Corrections (Benchmarks are Hard) - Make it stand out Original (incorrect) Dask runtimes https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628028795238-4GO9UZL2D0AZ4XWOPFOK/1*3mZ9LjyqUU5YlHk-OMDq5A.png Blog - Issuing Corrections (Benchmarks are Hard) - Make it stand out New (correct) Dask runtimes https://rikturr.com/blog/how-i-landed-my-senior-data-scientist-job monthly 0.5 2021-08-04 https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628028556716-XOHR2UI8WT5G0MYHOL2Z/unsplash-image-Ls3yexjyRpk.jpg Blog - How I Landed my Senior Data Scientist Job - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628027677594-QRXKPQV40HVMIJAPIKBJ/1*1wNXfdicmNtdVqnsVivF2A.png Blog - How I Landed my Senior Data Scientist Job - Make it stand out Job search timeline. Dark gray bars without an end point indicate I was rejected after June 30. Light gray bars indicate I never heard back. https://rikturr.com/blog/senior-data-scientist-job-search-by-the-numbers monthly 0.5 2021-08-04 https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628027586825-KWU03UD8PHTX5ALKA2WS/unsplash-image-D2K1UZr4vxk.jpg Blog - A Senior Data Scientist Job Search by the Numbers - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628027677594-QRXKPQV40HVMIJAPIKBJ/1*1wNXfdicmNtdVqnsVivF2A.png Blog - A Senior Data Scientist Job Search by the Numbers - Make it stand out Job search timeline. Dark gray bars without an end point indicate I was rejected after June 30. Light gray bars indicate I never heard back. https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628027756503-7406LVLOQVIL4YGICQXY/1*fZJHvrd1BKlIO5e-KAo1dg.png Blog - A Senior Data Scientist Job Search by the Numbers - Make it stand out Number of jobs applied to by day https://rikturr.com/home daily 1.0 2023-04-03 https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1627934073374-FY4U3R9Y55RO6B25XICH/aaron%402x.jpg Home - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1627936525624-UMB28CF05BZ4MVL1WQMI/mountains.jpg Home https://rikturr.com/speaking daily 0.75 2025-12-09 https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1629211432780-JO7NYS69CTKNO1BXFCB9/headshot-center.jpg https://rikturr.com/work daily 0.75 2025-12-09 https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628005553805-M3VNZ3X2Z9UVOATOMNY7/phd-thumb%402x.jpg Work - Predicting melanoma risk My PhD research focused on machine learning models to predict individual patient risk of developing melanoma from routinely captured electronic health records. Involved processing de-identified data from over 20 million patients into a research dataset to create over 100,000 features used for building predictive models. This involved processing raw datasets with Spark, then performing machine learning in the PyData stack, and analyzing results with R. https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628012356854-S8J45WHZL9ZQ3CI2CCYX/pydata-thumb%402x.jpg Work - PyData Miami I was a co-organizer and frequent speaker for PyData Miami from 2018-2021 and was a big part of making the 2019 conference happen. https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628005054955-U8T8TPJJ5TWHVVE83NWM/etl-thumb%402x.jpg Work - Spark ETL Framework I built a Python and Spark-based ETL framework for the data pipeline at Modernizing Medicine. The main concept is having object-oriented wrappers around the functional logic of ETL transformations. This allowed for re-usable logic, de-coupled storage/IO logic, and a framework for unit testing. It also incorporated data cataloging and quality checks by keeping table and column metadata as part of the code. I presented an initial iteration of the framework at Spark Summit 2018. https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/1628004712083-A1P5GA1AKPSECLLEGX3E/Untitled.001.jpeg Work - Analytics platform I designed and built the analytics platform at Saturn Cloud from scratch using Snowflake, Superset, and Prefect. I built a Python library to encapsulate all the components, with a CLI to deploy Snowflake views and Prefect flows. I managed the Superset installation and set up charts and dashboards for the company’s analytics efforts. https://images.squarespace-cdn.com/content/v1/610845d35f458c7702eb7ac0/debe599e-3e7e-40bb-9b54-874394167089/Screen+Shot+2023-03-09+at+5.58.18+PM.png Work - Analytics platform I was technical lead for the Analytics Platform at Squarespace, which consisted of BigQuery, Trino, dbt, Airflow, and Looker. Some efforts included: enabling dynamic Airflow DAG creation from dbt artifacts, CI/CD processes for checking dbt code quality, and setting up pipelines for moving on-prem data to the cloud with Trino, dbt, and Airflow. This platform supported hundreds of data pipelines written by dozens of analysts and data scientists.