* Continued Intervention Science responsibilities -- brought fully automated Spark-based propensity-score generation and matching framework to production as the sole data scientist on a small engineering team.* Senior design and development role on next-generation tooling for model and feature management, empowering other team members to iterate, experiment, and understand the data of higher education without being bogged down by technical data retrieval and computation concerns.

Data Science lead for Civitas'​ Intervention Science initiative -- working with educational institutions to provide an unparalleled depth of information on the effectiveness of financial assistance programs, partnerships with educational technology providers, and all other varieties of student success initiative.At Civitas I am:* Working with a small team to develop and extend Civitas'​ statistical methodology for extracting causal effectiveness estimates from institutions' SIS, LMS, and CMS data.* Developing and maintaining a Python-based machine learning framework for automated intervention analysis.* Developing and maintaining the deployment system to integrate our intervention science framework with a large ETL system.

Utilize expertise in statistics, machine learning, and software development to deliver new analytical tools and novel insights into the spread of messages and ideas across all forms of media online.• Worked in team of 2 on distributed, scalable, well-typed stream processing system to support real-time models and classifiers of online content.• Developed and matured a clustering and projection system for automated, objective psychographic profiles of Twitter presences.• Implemented algorithm to determine ideal direct marketing targets within an audience based on audience follower graph structure.

Ph.D. Candidate in Physical Chemistry• Conducted work in detailed quantum electronic structure calculations of induced-dipole interactions in noble gases• Studied the interfacial interactions of porphyrin species with chiral metallic surfaces