- Developed two survival analysis policy duration models (a Gradient Boosted Survival Analysis and an XGBoost), as part of a six model suite making key decisions in the application funnel. The system showed in A/B testing a 5.9 percentage point improvement in profitability (measured by capped loss ratio) and a 4 percentage point rise in retention to second policy term, as part of a six model suite making key decisions in the application funnel- Utilized Large Language Models (LLMs)/… Show more - Developed two survival analysis policy duration models (a Gradient Boosted Survival Analysis and an XGBoost), as part of a six model suite making key decisions in the application funnel. The system showed in A/B testing a 5.9 percentage point improvement in profitability (measured by capped loss ratio) and a 4 percentage point rise in retention to second policy term, as part of a six model suite making key decisions in the application funnel- Utilized Large Language Models (LLMs)/ Generative AI (GenAI) models including Google Flan UL2, AI21 Jurassic 2, and OpenAI GPT-3.5 to analyze and answer questions about claims narratives. The goal of this work was to develop a more human-like claim filing process, which improves customer experiences, and helps adjusters collect relevant information sooner- Won a company hackathon working on team which developed a Streamlit dashboard using OpenAI’s Whisper and GPT-3.5 to analyze claims and relevant data from GoogleMaps API and a weather API- Collaborated with business partners to balance multiple acquisition models acting together, optimizing model thresholds to achieve the best simulated business outcomes Show less

- Consults with business partners to develop analytical solutions to business problems- Collaborate with Data Engineers to understand and construct data sets and populations based on client needs- Built cross-sell/upsell models to help financial representatives identify clients with high propensit to purchase a product- Assisted in model development to help financial analysts identify significant company events to help prioritize focus when conducting financial analysis-… Show more - Consults with business partners to develop analytical solutions to business problems- Collaborate with Data Engineers to understand and construct data sets and populations based on client needs- Built cross-sell/upsell models to help financial representatives identify clients with high propensit to purchase a product- Assisted in model development to help financial analysts identify significant company events to help prioritize focus when conducting financial analysis- Building a recession forecasting model to help the investment department understand both timing and influential factors in potential upcoming recessions - Constructed advanced models including C5.0, XGBoost, Random Forests, Bayesian Additive Regression Tree models, and both Frequentist and Bayesian LASSO regression models- Show less

- Worked as an bike mechanic- Jobs included performing repairs and assisting the lead mechanic with any jobs that were needed, as well as building bikes in downtime; also occasionally work on the sales floor- Worked with customers to ensure best experience- Developed skills in of communication and team-working abilities

- Work as a teaching assistant for a course in SAS programming- Assist the professor with writing new assignments to adequately assess students' understanding of programming and statistical knowledge- Assess and provide feedback to students on their work

- Administer basic life support service to patients- Transport patients to dialysis appointments and doctor appointments- Transport patients for medical emergencies

• This program provides tutoring services for Loyola students that are first generation college students, have high financial difficulty, or have documented disabilities• Provided tutoring in a one-on-one setting in the subjects of biology, chemistry, physics, and philosophy• Helped students to improve their overall grades particular subject areas• Worked on developing relationships with students to help them succeed in their academic goals

• This is the general tutoring program for all Loyola students• Tutored in both group settings and one on one settings• Tutored students in the subject areas of biology, chemistry, and philosophy• Tutored students with learning disabilities• Helped students to improve their overall grades in the classes being tutored in