CaseRounds
2025–PresentIn DevelopmentAI-powered surgical oral examination preparation tool enabling full voice-based patient encounter simulation from pre-built clinical cases.

MD/MBA Candidate · Wayne State University School of Medicine · Class of 2027
I'm an MD/MBA candidate at Wayne State University School of Medicine with a PharmD background and years of experience as a practicing clinical pharmacist. Before medical school, I worked in ambulatory care, managed complex medication regimens, and led interdisciplinary initiatives in opioid stewardship.
I've also been building clinical software since 2018, and began to deploy my work starting with The Virtual Clinic, an NLP-powered patient simulation tool that predated the current wave of large language models. That work continues today with CaseRounds, a voice-based AI surgical exam simulator, and other tools designed to make clinical education more accessible and effective.
My through-line is using technology to improve how clinicians learn and work. I'm particularly interested in AI-augmented medical education, clinical workflow optimization, and the intersection of healthcare delivery and software design.
AI-powered surgical oral examination preparation tool enabling full voice-based patient encounter simulation from pre-built clinical cases.
iOS-based surgical case logging app developed during Plastic Surgery rotation with AI-generated procedure guides and voice transcription for case reflection.
Deployed study planning tool with dynamic lecture scheduling, completion tracking, and progress metrics. Full-stack independent build including authentication, email, payments, and user management.
Natural language patient case simulation using intent and phrase recognition predating modern LLMs. Deployed in a formal academic setting; foundation of ongoing work in AI-augmented medical education.
Deployed clinical documentation system replacing inadequate Kroll functionality for OUDT patient records. Evolved from local Python-based GUI to a web-based clinical interface.
Healthcare scheduling platform supporting clinician-level timeslot management, onboarding questionnaire building, and patient-facing appointment scheduling. MVP deployed and active at a community pharmacy.
Clinical workflow application streamlining decentralized medication delivery requests, status management, and automated medication counselling report generation. Built and pitched to MGH administration.
Tadalafil monotherapy is a reasonable alternative for the treatment of lower urinary tract symptoms in patients with comorbid benign prostatic hyperplasia and erectile dysfunction
Ibrahim DM, Ahmed A, Reddy S, Patel MS, Sumbal N, Chaban A, Fayyaz AI
Clin Res Prac, 2026· DOI
Colorectal Cancer Screening in Cystic Fibrosis: A Missed Opportunity in Medical Education
Sharma A, Ibrahim D, Saini-Goeman A, Mukadam Z, Levine D
MI Medical Education and Health Bulletin, 2025· DOI
Colorectal Cancer Screening in Cystic Fibrosis: A Missed Opportunity in Medical Education
Sharma A, Ibrahim D, Saini-Goeman A, Mukadam Z, Levine D
2025 Michigan Chapter Annual Scientific Meeting, 2025
"Hello, MedEd World": Leveraging LLMs to Enhance Medical Education
Ibrahim D
Medical Education Research and Innovation (MER/I) Conference, Wayne State University School of Medicine, 2023
For inquiries, reach out at daniel.ibrahim@wayne.edu