Muhammad Abdullah

Clinical Artificial Intelligence Fellow & Medical Researcher

Lahore, PK.

About

Highly accomplished medical student and Clinical Artificial Intelligence Fellow with a robust background in advanced research, AI model validation, and medical imaging. Proven ability to lead complex projects from conception to publication, evidenced by numerous peer-reviewed articles. Adept at leveraging computational skills and deep learning frameworks to drive innovation at the intersection of medicine and technology, positioning for impactful roles in clinical AI and research.

Education

Aga Khan University

Karachi, Sindh, Pakistan
→
Bachelor of Medicine, Bachelor of Surgery (MBBS) Medicine Grade: Recipient of Begum Shafiqa Zia-ul-Haq Scholarship | Top 15 in the batch

Courses

Clinical Honor in Pediatrics

Preclinical High Honor in Physiology

Preclinical Honors in Pharmacology

Microbiology

Community Health Sciences

Work

Boston Health AI

|

Clinical Artificial Intelligence Fellow

Lahore, Punjab, Pakistan

→

Summary

Currently engaged in advanced clinical artificial intelligence research, focusing on the validation and optimization of OpenAI-based medical models to enhance diagnostic accuracy and clinical utility.

Highlights

Conduct clinical validation and Reinforcement Learning from Human Feedback (RLHF) for OpenAI-based medical models, significantly improving diagnostic accuracy and reliability.

Optimized clinical personas through prompt engineering, aligning model outputs with specialist workflows to enhance model performance and clinical integration.

Developed internal model evaluation benchmarks by systematically identifying hallucination patterns and ambiguous clinical scenarios in AI models, ensuring robust performance.

Johns Hopkins Hospital

|

Visiting Research Medical Student, Department of Radiology

Baltimore, Maryland, US

→

Summary

Led two impactful radiology research projects from conceptualization to publication, contributing significantly to academic literature and gaining comprehensive clinical exposure.

Highlights

Spearheaded two comprehensive research projects from conception to manuscript completion, including protocol development, data analysis, and manuscript writing, resulting in publications in *Abdominal Radiology*.

Co-authored a systematic review on 'Impact of a multidisciplinary approach on management and outcome of focal pancreatic lesions,' submitted to *Abdominal Radiology*.

Published a bibliometric analysis titled 'Top 100 Most Cited Papers on Radiology in Pancreatic Diseases' in *Abdominal Radiology*.

Contributed as a key author to a completed manuscript on 'Hepatic Adenomas and Their Risk of HCC,' involved in its conception, protocol development, and writing.

Gained comprehensive exposure to radiology through active participation in reading room rotations and subspecialty services, enhancing diagnostic and analytical skills.

University of New Mexico

|

Sub-Internship, Department of Vascular Surgery

Albuquerque, New Mexico, US

→

Summary

Conducted comprehensive patient assessments and managed care within vascular surgery, actively contributing to operative planning and multidisciplinary discussions.

Highlights

Conducted comprehensive inpatient and outpatient assessments, reviewed imaging studies, and formulated differential diagnoses and management plans for vascular surgery patients.

Managed patient care documentation, order reconciliation, and care coordination with high-level responsibility using electronic medical record systems.

Presented complex patient cases during morning rounds and departmental vascular surgery conferences, actively participating in multidisciplinary case discussions.

Contributed to operative planning and intraoperative patient care by assisting in open and endovascular procedures, enhancing surgical understanding.

Shaukat Khanum Memorial Cancer Hospital

|

Sub-Internship, Department of Interventional Radiology

Lahore, Punjab, Pakistan

→

Summary

Assisted in interventional procedures and contributed to multidisciplinary tumor board discussions, enhancing understanding of radiological techniques and patient management.

Highlights

Assisted in interventional procedures and actively participated in multidisciplinary tumor board discussions, gaining insights into complex cancer cases.

Enhanced understanding of radiological techniques and patient management through consistent participation in morning rounds, educational sessions, and weekly presentations.

Contributed to the department's academic and clinical goals by collaborating on interventional radiology research projects.

Aga Khan University Hospital

|

Sub-Internship, Department of Radiology

Karachi, Sindh, Pakistan

→

Summary

Assisted in interventional procedures and rounds across diagnostic radiology and nuclear medicine services, contributing to departmental research initiatives.

Highlights

Scrubbed in to assist with interventional procedures and participated in daily rounds across diagnostic radiology and nuclear medicine services.

Collaborated on departmental research initiatives and actively participated in multidisciplinary case reviews, enhancing clinical and research acumen.

Certificates

USMLE Step 1

National Board of Medical Examiners (NBME)

Skills

Research Methodology

Grant Writing, Protocol Development, Study Implementation, Data Analysis, Literature Review, Manuscript Preparation.

Computational Skills

Python, Pandas, NumPy, Matplotlib, Seaborn, R, ggplot2, Statistical Analysis, Data Visualization, Git, GitHub, Version Control.

Artificial Intelligence & Medical Imaging

Medical Image Visualization, Image Annotation, Manual Segmentation, 3D Slicer, ITK-SNAP, Machine Learning, scikit-learn, Data Preprocessing, Model Building, Classification, Regression, Radiomics, Feature Extraction, Deep Learning, PyTorch, MONAI.

Clinical Skills

Patient Assessment, Differential Diagnosis, Management Planning, Electronic Medical Records (EMR), Patient Care Coordination, Interventional Procedures, Surgical Assistance, Case Reviews.

Leadership & Communication

Team Leadership, Project Management, Strategic Planning, Public Speaking, Stakeholder Engagement, Social Media Management, Content Creation, Curriculum Development.

Publications

Clinical characteristics and outcomes in patients with diabetes mellitus affected by COVID-19: a retrospective cross-sectional study from a tertiary care center in Pakistan.

BMC Endocrine Disorders

Co-authored a retrospective cross-sectional study on COVID-19 outcomes in diabetic patients, contributing to understanding disease progression.

Patterns of thoracic injury in bomb blast victims: A retrospective radiological review.

The Journal of international medical research

Co-authored a retrospective radiological review analyzing patterns of thoracic injury in bomb blast victims, contributing to trauma care understanding.

A bibliometric analysis of the 100 most cited radiology papers on pancreatic diseases (1990-Present).

Abdominal Radiology

Co-authored a bibliometric analysis identifying the top 100 most cited radiology papers on pancreatic diseases, providing insights into research trends.

Knowledge, practices, and barriers to access of emergency contraceptive pills in married women and men: a multicenter clinic-based cross-sectional study from Karachi, Pakistan.

BMC Public Health

Led and co-authored a multicenter study on emergency contraceptive pill access, identifying key knowledge gaps, practices, and barriers in Karachi.

Integrating MDT Tumor Board Shadowing into the Undergraduate Medical Curriculum: Perspective of Medical Students.

Journal of cancer education

Co-authored a perspective on integrating MDT Tumor Board Shadowing into medical curriculum, enhancing student oncology education.

Trends in Traumatic Brain Injuries During the COVID-19 Pandemic: A Single-Center Review of Patient Charts From Pakistan.

Cureus

Co-authored a single-center review analyzing trends in traumatic brain injuries during the COVID-19 pandemic in Pakistan.

Modified Frailty Index as a Predictor of Adverse Outcomes in Elective Primary Hip and Knee Replacement Surgery Patients at a Tertiary Care Hospital in Pakistan: A Cross-Sectional Study.

Cureus

Co-authored a cross-sectional study investigating the Modified Frailty Index as a predictor for adverse outcomes in orthopedic surgery patients.

Rate and Predictors of Patient Satisfaction After Total Joint Arthroplasty: A Cross-Sectional Study in a Low- to-Middle-Income Country.

Cureus

Co-authored a cross-sectional study on patient satisfaction after total joint arthroplasty in a low-to-middle-income country setting.

Clinical and Radiological Profile of Patients Presenting with Neurolisteriosis: A Retrospective Study from A Tertiary Care Hospital.

Pakistan Journal of Neurological Sciences

Co-authored a study on the clinical and radiological profile of patients with Neurolisteriosis, enhancing diagnostic understanding.

The trends in diagnosis, management, and care of patients with diffuse intrinsic pontine gliomas: Perspectives from a tertiary care hospital of Pakistan.

Child's nervous system : ChNS

Co-authored a publication on trends in diagnosis and management of diffuse intrinsic pontine gliomas, offering insights into pediatric neuro-oncology.

Volunteer

Voted Curriculum Representative

|

Aga Khan University

→

Represented student body interests in curriculum development and academic policy, contributing to educational improvements.

Highlights

Advocated for student needs and feedback in curriculum development discussions.

Contributed to enhancing the educational experience for medical students through active representation.

Founder and President

|

Radiology Interest Group, Aga Khan University

→

Founded and led a 20-member student research group, driving significant academic output and organizing educational events for over 150 medical students.

Highlights

Established and led a team of 20 individuals across administration, social media, and event management, fostering a robust academic community.

Founded and led a student research group that produced 8 RSNA '25 acceptances and over 10 journal submissions, demonstrating strong research productivity.

Organized panel discussions, journal clubs, and educational sessions featuring international radiology experts, reaching over 150 medical students.

Vice-President

|

Child Protection Services, Aga Khan University

→

Directed large-scale outreach programs, managing a 30+ member team to deliver child protection training to over 200 children and initiated multiple research projects.

Highlights

Directed large-scale outreach, managing a 30+ member team to deliver critical child protection training to over 200 children at local schools, camps, and orphanages.

Developed a series of on-campus workshops, community fundraising events, and art competitions to foster student awareness and increase public engagement.

Initiated and managed multiple research projects in collaboration with faculty to advance child protection strategies and prevention measures.

Associate Director of Research & Publications

|

Radiological Students Association of Pakistan

→

Developed and refined initiatives to enhance member engagement in academic pursuits and promote productive research practices within the association.

Highlights

Developed initiatives to market research opportunities and enhance member engagement in academic pursuits, fostering active participation.

Refined innovative strategies to teach research methodologies and promote productive research practices, improving member skill sets.

Director of Academics & Research

|

Internal Medicine Interest Group

→

Directed academic and research initiatives for the Internal Medicine Interest Group, fostering student engagement in internal medicine.

Highlights

Organized academic sessions and research workshops to promote interest in internal medicine.

Facilitated opportunities for students to engage with internal medicine faculty and research projects.

Marketing Manager

|

Neurosciences Interest Group

→

Managed marketing and communication strategies for the Neurosciences Interest Group, enhancing visibility and member engagement.

Highlights

Developed and executed marketing campaigns to promote neuroscience events and activities.

Increased group visibility and member participation through effective communication strategies.

Executive Director of Media & Marketing

|

Society of Climate Conservation and Health, Aga Khan University

→

Led the marketing team, designed the society's official logo, and directed strategic campaigns that grew social media following to 500+ and increased engagement.

Highlights

Led the marketing team, designed the society's official logo, and directed strategic campaigns that grew the social media following to 500+ while increasing engagement.

Oversaw content creation and cross-platform distribution, producing compelling multimedia to promote climate conservation and support outreach initiatives.

Associate Director for Mentorship & Education

|

Radiological Students Association of Pakistan

→

Contributed to the establishment of the society by designing core structures and launching educational initiatives to drive member engagement and collaboration.

Highlights

Assisted in designing core structures and developing membership strategies to establish a new academic society.

Launched educational initiatives to drive member engagement and collaboration, enhancing the society's value proposition.

Director of Media and Marketing

|

Child Protection Services, Aga Khan University

→

Developed and executed a comprehensive communication strategy to promote child protection initiatives, leveraging social media platforms for maximum outreach.

Highlights

Developed and executed a communication strategy to promote child protection initiatives, leveraging social media platforms to maximize outreach and engagement.

Volunteer

|

Humanity Initiative

→

Conducted educational health camps focused on hygiene and healthy practices in underserved areas, promoting community well-being.

Highlights

Conducted educational health camps on hygiene and healthy practices in underserved areas, improving community health awareness.

Volunteer

|

Sanabel Camp Foundation

→

Volunteered in medical camps for underserved communities in Low- and Middle-Income Countries (LMICs), providing essential healthcare support.

Highlights

Contributed to medical camps for underserved communities in LMICs, providing crucial health services in collaboration with the 'Sanabel Camp Foundation'.

Marketing Manager

|

Student Oncology Interest Group

→

Managed marketing efforts for the Student Oncology Interest Group, promoting awareness and engagement in oncology.

Highlights

Managed marketing and outreach for oncology-related events and educational initiatives.

Contributed to increasing student awareness and engagement in the field of oncology.

Active Member

|

Falah

→

Actively contributed to a student-led organization aimed at assisting less fortunate individuals with healthcare expenses through fundraising efforts.

Highlights

Served as an active member of Falah, a student-led organization, managing fundraising events to generate operational funds for healthcare expenses.

Contributed to helping less fortunate individuals with their healthcare expenses through organized fundraising and support.

Awards

2nd Position in RCOG for 'Predictors of Adverse Outcomes in Peripartum Cardiomyopathy'

Royal College of Obstetricians and Gynaecologists (RCOG)

Awarded 2nd position for research presentation on 'Predictors of Adverse Outcomes in Peripartum Cardiomyopathy' at the RCOG.

Languages

English

Urdu

Punjabi

Arabic

Interests

Athletics

Basketball (Captain), Table Tennis (1st Position), Chess (1st Position).

Performing Arts

Dramatics.

Projects

A-Level and O-Level Tutoring

→

Summary

Provided academic instruction and mentorship to A-Level and O-Level students in Mathematics, Physics, and Chemistry, fostering their educational development.