At Crimson Education, I develop and iterate on personalized SAT and ACT instructional content using learner performance data and learning science. My instruction has helped learners improve from 32 to 35 on the ACT and from 1500 to 1560 on the DSAT.
At The Krupnick Approach, I develop lesson plans and materials informed by performance analytics, and integrate generative AI workflows into content creation. I also authored a proprietary Digital SAT curriculum that guides learners through endurance building, targeted knowledge-gap practice, and full assessment simulations.

