Elijah Johnson

Built a predictive model for UFC fight outcomes by engineering more than 15 fight features, including striking differentials, win streaks, and physical attributes. Using LightGBM and logistic regression, then combined calibrated probabilities with Vegas odds to create a value bet finder capable of identifying profitable betting opportunities.

Developed an end-to-end business automation system (Python, SQL, Django, Twilio, HubSpot API) enabling missed-call workflows, automated contact creation, appointment reminders, and SMS follow-ups. Designed backend architecture, database schemas, and modular automation logic to streamline client communication and reduce manual workload for service-based businesses.

Developed strong communication and problem-solving skills by collaborating with cross-functional teams to troubleshoot operational issues and ensure timely completion of public works projects. Effectively communicated with supervisors and the public to address concerns and provide updates, fostering a collaborative and solution-oriented work environment.