Ryan O'Hara

• Generated purchase orders, processed invoices, and reimbursements based on approved requisitions from faculty.
• Enhanced order efficiency by approximately 30% through leading the implementation of a fully digital online order request system for the Arts and Sciences College.
• Performed analytical insights on popular vendors, internal budgeting, and spending.
• Maintained strict adherence to Boston College policies and federal grant regulations, guaranteeing accuracy and compliance.
• Trained and mentored new staff, creating onboarding materials.

• Attend monthly meetings to discuss ongoing projects and issues related to the Conservation Department and Wetlands Protection Act.
• Vote on town bylaws, permits, and public/private building projects, ensuring compliance with environmental standards and regulations.

1. Cincinnati Reds Hackathon (2024)

• Pitcher analysis: recommended pitchers to change roles based on deep analytical insights, using advanced stats and metrics.
• Our number one recommendation was moved into the bullpen for the 2025 season.

2. Computer Vision.

• I attempted a self-driving car vision model with moderate success.
• Stomach cancer detection model using MRI images.
• Leaf identification model (100 species): achieved 95% accuracy.
• I impersonated Monet paintings using GANs networks.

3. Spotify Song Recommendation Model.

• Song recommendation model using KNN cosine distance. Utilizes song metadata, lyric embeddings, and genre tags.
• Song library of 3,000 songs achieved an estimated (subjective) 65% accuracy.

4. Restaurant Review Sentiment Analysis Web App

5. Home Price Model

• Conducted fieldwork at Superfund sites across the Northeast, including sample collection and oversight.
• Produced, reviewed, and analyzed technical reports, maps, plans, and specifications, utilizing GIS and CADD for data analysis and documentation.