Dylan Satow Email & Phone Number

New York, United States

Ongoing project with Biomedical Informatics Professor Shamali Joshi to benchmark and search for novel improvements for Prior Fitted Networks (specialized transformer architecture for Bayesian inference)Gained HIPAA certification and worked with large, unruly healthcare datasets like MIMIC-IV and eICU Read theoretical and practical literature relating to Prior Fitted Networks and their approximation of the posterior predictive distribution to fully understand all aspects of the architectureUsed full pipeline to clean complicated healthcare data and benchmark PFNs

New York, New York, United States

Ongoing project with Machine Learning Professor Nakul Verma to develop a web-app for neuroscientists that uses unsupervised learning techniques on large datasetsAdded LLM pipeline to take in user prompts for data analysis, generate and execute Python code, then display the outputted calculation/plot in an aesthetically pleasing wayWorked deeply with React frontend and Flask backend to optimize unsupervised learning algorithmsAssigned theoretical and practical readings on unsupervised learning

New York, New York, United States

Mamaroneck, New York, United States

Created a full machine learning pipeline using Scikit-Learn, Pandas, and NumPy to forecast the lifetime-value of distinct customer cohorts based on information available in month 1Created tasks within Snowflake database to update the model monthly to incorporate new dataDisplayed results in a dynamically updated Looker BI report that visualized predicted cohort lifetime-value against their cost of acquisition, allowing for easy interpretability

Bachelor Of Arts - Ba, Mathematics, Computer Science, Major Gpa: 4.03, Overall Gpa: 3.94

Activities and Societies: Louis Armstrong Jazz Performance ProgramRelevant Coursework: COMS W 4771 Machine Learning (A) Math GU 4041.

Education record