This position, under the guidance of a PhD supervisor, required evaluating the application of machine learning models to improve the prediction accuracy of patient outcomes following lung transplantation. The primary objective was to validate various machine learning models and measure their predictive performance using the Area Under the Receiver Operating Characteristic (AUROC) curve as a key metric.

- Created and led wellness-based expressive art programs for individuals with disabilities.
- Supported and met the needs of diverse individuals attending each session.
- Provided equity and inclusion training sessions for the entire AWAH staff.

Working under Dr. Fucile and Dr. Cramm, I analyzed data for the school of rehabilitation therapy and constructed an analytical report for professional accreditation. Some skills I learned: Data analysis, data compilation, and professional writing skills.

As a Blog Writer for Medium.com, I explore the intersection of artificial intelligence and healthcare, breaking down complex concepts into engaging, accessible content. My work involves researching the latest advancements in AI-driven diagnostics, predictive analytics, personalized medicine, and medical imaging to inform and educate a broad audience. I translate technical developments into clear articles that increase engagement while educating readers. Skills I learned:
1) Technical Writing
2) Research & Analysis
3) Audience Engagement

My role involves conducting in-depth research, data analysis, and manuscript development to contribute to the growing body of evidence on bariatric surgery as a therapeutic intervention for NASH disease. I review clinical studies and assess the impact of weight loss surgery on liver histology, inflammation, and fibrosis progression. Some skills I learned:
1) Professional writing
2) Clear communication
3) Attention to detail

As the Social Media Manager at BridgeTOYouth, I utilized a range of graphic design software, including Canva, Adobe Photoshop, and Illustrator, to create high-quality content. I managed and consistently updated the organization’s social media platforms, including Instagram, LinkedIn, and the website, ensuring a cohesive online presence. Additionally, I designed various logos and visual assets that aligned with the organization’s branding, maintaining a professional and unified look across all digital platforms.