John Babb Email & Phone Number

St Petersburg, Florida, US

Austin, Texas, US

Principal Data Scientist responsible for overseeing multiple customer accounts in a professional services setting. Responsibilities include:* Building classification models using XGBoost on CMS claims data to predict acute healthincidents such as unplanned hospital admissions.* Built automated QA scripts to ensure that data and models were fit for use.

New York, NY, US

Data science and engineering manager responsible for designing and delivering a data engi- neering and analytics platform to process complex algorithms on clinical trial data at scale. Responsibilities include:* Write prototype and production code to extract, process, QC (quality control) largedatasets produced by wearable devices.* Produce clinical.

Thousand Oaks, CA, US

Project manager and technical lead for multiple end-user facing analytics products. Responsibilities include:* Technical lead and project owner for a reinforcment learning based next best engage-ment model trained to optimize sales lift and engagement rates for direct-to-consumermarketing campaigns.* Project contributor on a cloud-based enterprise data.

Mclean, VA, US

Senior machine learning engineer leading efforts to identify and mitigate indicators of compromise within a big data environment. Responsibilities include:* Lead developer on a streaming threat intelligence platform built in AWS and using flinkto perform near real-time aggregation, enrichment, and analysis on inbound cyber observables.* Created an.

Baltimore, Maryland, US

Senior data scientist for an early stage startup responsible for building the analytics pipeline from the ground up. Accomplishments include:* Built network graphs of hospitals in graphx and analyzed them to find anomalous out-of-neighborhood access to patients.* Led development of a multi-channel analytics pipeline to flag inappropriate medicalrecord.

Predictive modeling and text mining for multiple government contracts. Responsibilities include:* Wrote an entity resolution algorithm in java for use on large databases and optimizedfor calculation speed.* Productionized several random forest classification models to flag suspicious behavior.* Wrote a Change Point Model in python to detect shifts in.

Arlington, Virginia, US

Lead data scientist in charge of predictive modeling for the marketing department. Responsible for cleaning and pre-processing data as well and prototyping and building new and more robust models to predict future enrollments.

Riverside, CA, US

Assisted in the installation and commissioning of the Endcap Muon system of the CMS experiment. Designed, programmed, and maintained software both for use by the entire collaboration and for personal analysis use. Performed data analysis while working with a variety of collaborators as well as independantly. Accomplishments include:Developed new pattern.

Riverside, CA, US

Physics instructor in charge of teaching and curriculum development for introductory laboratory courses.

Seattle, WA, US

Commisioning of muon drift tube chamber hardware and electronics before installation in the experimental cavern. Responsibilities include: Hardware and electronics installation. Machining new and replacement parts. Sensor calibration and electronics testing. Gas system pressure/leak testing and plumbing.

Ph.D., High Energy Physics

Ms, Physics

Bs, Physics