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.

Software used: SPSS (to conduct majority of data analysis), R (data analysis), Excel (minor data analysis), Covidence (literature review), Mendeley (citation manager).

Research article publication (Obesity Surgery Journal, Springer Nature): Article link: https://doi.org/10.1007/s11695-025-08246-0
Open Access link: https://rdcu.be/eFJ9G

I am the third author of a recent medical journal publication conducted under the supervision of Dr. Boris Zevin. My role involved conducting in-depth review of existing literature, screening using Covidence software, data analysis, and manuscript writing to contribute to the growing body of evidence on bariatric surgery as a therapeutic intervention for MASH disease. I reviewed clinical studies and assessed the impact of weight loss surgery on liver histology, biomarkers, and fibrosis progression.

- 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.

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

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.