Contracted with CVSHealth leading the development of a Tableau dashboard to facilitate business case sizings for CVS analysts to improve health outcomes of Aetna Health members via a new outreach channel.

Developed a webapp using Python/Flask and deployed on AWS called Stand-Up Sommelier to ease users into discovering comedians that match their tastes. Used linear SVC and Word2Vec embedding to engineer features from full transcripts of comedy specials. Engineered a sentence-to-sentence cosine similarity auto-correlation metric to distinguish one-liner comedians from story-telling comedians.

Constructed phase diagrams using Monte Carlo simulations in C of ferromagnetic liquid crystal, which may lead to novel optical devices, including displays, wave-guides, actuators, and optical modulators. Automated the detection of phase transitions and calculated thermodynamic equilibrium properties by extracting and analyzing 500 GB of simulation data using Pandas and NumPy. Assessed the relative stability of phases to aid experimental groups to engineer ferromagnetic liquid crystals by estimating free energy differences across phase transitions using maximum likelihood estimation methods. Corroborated 2D hydrodynamic experiments by calculating the mobilities of 2D fractal aggregates in liquid crystal films using Matlab scripts to automate the analysis of microscopy image data.