previously i:
- built dlsci over 1.5 yrs at northwestern. bayesian changepoint early-warning for defi liquidity stress. recall 1.000, 129h lead time. iiai cdef 2026, ieee publication.
- presented ml + agent-based modeling for degrowth policy at esee 2026, ghent. certificate.
- adaptive feature importance for heterogeneous graphs. ieee iccsic 2026, ssrn.
- built low-cost egfet biosensors at niu.
- built airaware at lewis university. real-time air quality forecasting, sensor placement optimization.
- built neurovox, parkinson's from vocal biomarkers. 94.87% accuracy, 100% recall.
- designed allergx, rna aptaswitch therapy for ige-mediated allergy. won tks moonshot.
- built cropsia (cnn, 87k drone images, 38 diseases) and bambiotic. hackathons.
- swe at plasnomic, building prism. also neumeric, bio-intelligence infrastructure.
- also built credix (p2p microlending), orbyt (compliance automation), ar-x-finlit (gen-z retention for cibc), and edufin (defi incubator, ghana).
- naperville riverwalk commission. 1 of 2 student commissioners, handles $3m/yr.
- exec officer, ipsd 204 student advisory board. 26,000 students. built mosaic.
- teen advisory board, alive center. surgical volunteer, edward-elmhurst. vp, alzheimer's foundation of america.
- wrote the cost of knowing is approaching zero, we are approaching the end of the blank spot, and a generalist's guide to becoming useful.