Dhruv Prajapati Cover Photo (Figure 1)

Dhruv Prajapati

Medical Student | Aspiring Researcher | NTSE 2020 Scholar | KVPY 2022 Fellow | icmr-STS 2024 Fellow | Student Council Leader

Final Year MBBS Student, Parul Institute of Medical Sciences & Research, Parul University, Vadodara, Gujarat, India

ICMR-STS '24 Fellow • KVPY '22 Fellow • NTSE '20 Scholar

Integrating Clinical Excellence & Evidence-Based Medical AI

Final Year MBBS Student at Parul Institute of Medical Sciences & Research. Published first-author researcher in Springer Nature and MJAFI, General Secretary of Student Council 2026, and co-creator of OptiFlow AI.

Dhruv Prajapati Figure 2 Medical Background
3 Indexed Publications
11 National Honors & Medals
3 National Fellowships
77%+ Academic Distinction (MBBS)

About Dhruv Prajapati

I am Dhruv, a Final Year MBBS student at Parul Institute of Medical Sciences and Research (PIMSR), passionate about understanding the intricacies of medicine and its application in improving patient care. My academic journey is driven by curiosity and a commitment to mastering the knowledge and skills essential for a successful medical career.

Alongside my studies, I have a growing interest in research, recognizing its potential to drive innovation and bridge gaps in healthcare. I am particularly intrigued by opportunities to explore emerging areas of medical science and contribute to impactful projects. Through collaborative learning and hands-on experiences, I aim to develop a well-rounded perspective that integrates clinical practice with evidence-based solutions.

With a strong foundation in academics and a proactive approach to learning, I am excited to connect with like-minded professionals and explore pathways that shape the future of medicine.

Dhruv Prajapati Figure 2 Medical Profile

Dhruv Prajapati

Final Year MBBS • PIMSR Parul University

ICMR-STS Fellow KVPY Fellow NTSE Scholar

Education & Student Leadership

Academic Qualifications

2022 – 2028 (Final Year MBBS)

Parul Institute of Medical Sciences and Research (PIMSR)

Bachelor of Medicine and Bachelor of Surgery (MBBS)

Exam Performance & Honors:
  • 1st Prof. MBBS: 75% (Silver Medalist, Distinction in Anatomy, Physiology, Biochem)
  • 2nd Prof. MBBS: 76% (Gold Medal in Pharmacology, Distinction in Pharma, Pathology, Micro)
  • 3rd Prof. MBBS: 77% (Overall Gold Medal, Gold Medal in PSM & Forensic Medicine)
2020 – 2022 (12th Grade)

Parth School of Science and Competition, Vadodara

Gujarat Secondary & Higher Secondary Education Board (GSEB)

Physics, Chemistry and Biology — 96.65 Percentile Rank

2007 – 2020 (10th Grade)

Mar Gregorios Memorial School, Vadodara

Gujarat Secondary & Higher Secondary Education Board (GSEB)

Class Prefect & Head Boy — 99.71 Percentile Rank

Leadership & Certifications

Student Council Leadership

General Secretary | Student Council 2026

Parul Institute of Medical Sciences and Research (Dec 2025 - Present)

Formerly served as Scientific Committee Chairman (Student Council 2025), organizing academic conclaves and fostering peer research culture.

Elsevier Researcher Academy • Feb 2026

Elsevier Certified Peer Reviewer

Certified in rigorous manuscript evaluation, methodological validity, and academic peer review standards.

The Global Health Network • Feb 2025

Good Clinical Practice (ICH GCP R2)

Certified in global clinical research ethics, trial design, participant safety, and clinical data governance.

Dhruv Prajapati Figure 2

Clinical & Leadership Profile

Published Research Papers

Springer Nature • BMC Medical Education • Apr 7, 2026 (Impact Factor: 3.2)

Thalidomide memorial activity: pedagogies of creativity, joy and immersion in medical education

Authors: Dr. Anuradha Joshi, Dhruv Prajapati, Kuldeepsinh Parmar

Presents a distinctive pedagogical model combining 3D exhibits, historical narratives, and short films to teach pharmacovigilance and teratogenicity, fostering deep engagement and ethical awareness in medical students.

Medical Journal Armed Forces India (MJAFI) • Apr 8, 2026

A comparative analysis of leading large language models in generating medical literature reviews: An evaluation of factual accuracy and reference fabrication

Author: Dhruv Prajapati

Evaluates ChatGPT-4o, Claude 3.5 Sonnet, and Gemini 1.5 Pro across factual fidelity, reference fabrication, and hallucination risks in high-stakes medical literature synthesis. Establishes the necessity for mandatory Human-in-the-Loop verification.

Parul University Journal of Health Sciences and Research • Jan 21, 2026

The Microbiome–Gut–Brain Axis and its Association with Neuroinflammation in Alzheimer’s Disease

Author: Dhruv Prajapati

Systematic review exploring gut microbial dysbiosis, systemic inflammatory signaling, and its neurodegenerative correlates in Alzheimer's pathogenesis.

Featured Projects & Skills

OptiFlow AI

Climate-Resilient Health Tech

A sustainability-focused predictive digital infrastructure designed to secure hospital supply chains against climate-driven disruptions. By correlating live meteorological data and AQI with epidemiological trends, OptiFlow AI dynamically forecasts demand for critical medical assets.

Highlights: Presented at Lakshya 2047 to Cabinet Minister Shri Arjun Modhwadia | 2nd Runner-Up at Environment Hackathon 2026.
Launch Live App

Medical Education YouTube Channel

Visual Learning Platform

An educational YouTube initiative featuring videos that simplify foundational MBBS concepts. Merges clinical pharmacology and anatomy knowledge with high-quality visual media for peer-led learning.

Focus: Complex clinical mechanisms, pharmacology tutorials, and exam preparation explanations.
Visit YouTube Channel

Core Competencies & Skills

Clinical Research

Protocol design, LLM accuracy evaluation, literature review synthesis, SPSS & neurocognitive correlate studies.

Student Leadership

General Secretary Student Council 2026, Scientific Committee Chair, CME event organization, public health advocacy.

Tech & Automation

Microsoft Office Automation, Google Sheets API integration, basic programming, AI prompt engineering in healthcare.

Honors & Awards (11 Total)

Jul 2021 • NCERT & Govt. of India

NTSE Scholar

Recognized amongst the top 1000 students nationally by Govt. of India and NCERT under National Talent Search Examination.

May 2022 • IISc Bangalore

KVPY Fellow

Recognized as a KVPY Fellow by IISc Bangalore and DST Govt. of India under Kishore Vaigyanik Protsahan Yojana.

Jan 2023 • Elsevier

Elsevier Basic Sciences Olympiad Winner

Top 30 national winner in Elsevier Basic Sciences Olympiad 2023.

Dec 2023 • PIMSR

1st Runner Up & Distinction in 1st Year MBBS

Silver Medal for overall 1st Prof. performance with distinctions in Anatomy, Physiology, and Biochemistry.

Dec 2024 • PIMSR

Gold Medal in Pharmacology & 2nd Runner Up 2nd MBBS

Gold Medal in Pharmacology, Bronze Medal overall in 2nd Prof. exams with distinctions in Pharmacology, Pathology, and Microbiology.

Jan 2025 • ICMR

ICMR STS 2024 Fellow

Study proposal selected for prestigious Short Term Studentship (STS) by Indian Council of Medical Research.

Dec 2025 • PIMSR

Overall Gold Medalist & Distinction in 3rd Year MBBS

Overall Gold Medal for best 3rd Prof performance, plus Gold Medals in Community Medicine (PSM) and Forensic Medicine.

Feb 2026 • Pragya Skill Lab

Skills Marathon Winner & Simulation League Runner-Up

1st Place in execution of clinical procedures (suturing, BLS, catheterization) & 2nd Place in Apollo mannequin emergency simulation.

Feb 2026 • Gujarat Medical Council

Best Poster Presentation Winner (NHSC 2026)

Awarded for study on 'Cognitive Fatigue and Neurobehavioral Sequelae of Mild Post-COVID Syndrome in Young Adults'.

Feb 2026 • Gujarat Medical Council

Best Oral Case Presentation Winner (NHSC 2026)

Awarded for clinical case report on 'Chronic Bilirubin Encephalopathy (Kernicterus) Presenting as Dyskinetic CP in a 6-Year-Old'.

Jun 2026 • Parul University

2nd Runner Up Environment Hackathon 2026

Awarded for conceptualizing OptiFlow AI predictive medical supply chain forecasting architecture.

Chronological Posts Feed

A complete log of Dhruv's academic journey, clinical workshops, research publications, and awards with associated media.

A defining moment for OptiFlow AI and the vision of sustainable healthcare 🌍⚕️ Recently, me and my colleague Kuldeepsinh Parmar had the profound privilege of presenting our digital prototype, OptiFlow AI, at the visionary Lakshya 2047 platform. It was an absolute honor to showcase our work to an incredibly esteemed audience: Shri Arjun Modhwadia (Cabinet Minister for Science and Technology, Forests & Environment and Climate Change), alongside the guiding pillars of Parul University— Dr. Devanshu Patel Sir, Dr Geetika Madan Patel Ma'am, Dr Parul Patel Ma'am, and Dr Komal Patel Ma'am. Lakshya 2047 is centered on envisioning a resilient, self-reliant, and sustainable future. For my co-creator Kuldeepsinh Parmar and me, that future must include climate-resilient healthcare. We had the opportunity to demonstrate how OptiFlow AI acts as a digital bridge between environmental science and clinical resource management. By correlating live meteorological data with epidemiological trends, our system shifts hospital logistics from a reactive model to a proactive one—preventing hazardous biomedical waste during dormant periods and ensuring zero stock-outs of critical life-saving biologics during extreme climate events.
#Lakshya2047#OptiFlowAI#SustainableHealthcare#ClimateAction
Lakshya 2047 Presentation
Cabinet Minister Shri Arjun Modhwadia
OptiFlow AI Prototype
Parul University Leadership
🚀 Thrilled to share that Team Planetary Healers secured the 2nd Runner-Up position at the Parul University Environment Hackathon 2026! 🏆 Out of numerous innovative projects exploring "Designing Sustainable Futures in a Digital Age," my teammate Kuldeepsinh Parmar and I presented OptiFlow AI—a predictive, climate-resilient demand forecasting architecture designed to secure medical supply chains. As final-year MBBS students, we see firsthand how climate volatility directly impacts public health. Whether it's post-monsoon Dengue surges spiking platelet demand, or extreme heatwaves depleting IV fluids, static hospital inventories are fundamentally unequipped for ecological disruptions.
#Sustainability#DigitalHealth#HackathonWinners
OptiFlow AI Architecture
Environment Hackathon Award
Some projects take time, patience, and the right guidance to bloom. I am absolutely thrilled to share that my latest research article, "Thalidomide memorial activity: pedagogies of creativity, joy and immersion in medical education," has just been published in Springer Nature's Pubmed and Scopus indexed journal : BMC Medical Education! 🎉 This publication holds a very special place in my heart. The journey began all the way back in my 2nd year of MBBS. I noticed that while medical education is advancing rapidly, there is a constant need to spark curiosity and joy in the classroom. This led to the creation of the "Thalidomide Memorial"—a student-centric activity utilizing multimodal exhibits like 3D models, short films, and narratives to teach drug safety and pharmacovigilance in a deeply immersive way.
#MedicalEducation#Pharmacovigilance#BMCMedicalEducation
Thalidomide Memorial Paper
Springer Nature Certificate
What started as a post-3rd-year exam vacation hobby has officially become my first PubMed and Scopus-indexed publication! 🎉 I am incredibly proud to share that my original article, "A comparative analysis of leading large language models in generating medical literature reviews: An evaluation of factual accuracy and reference fabrication," has been published in the Medical Journal Armed Forces India (MJAFI). With the explosive growth of AI, I wanted to answer a critical question: Can we actually trust tools like ChatGPT-4o, Claude 3.5 Sonnet, and Gemini 1.5 Pro to synthesize high-stakes medical literature?
#MedicalResearch#ArtificialIntelligence#MJAFI
MJAFI Paper Publication
AI LLM Accuracy Study
What an exhilarating and rewarding experience at the National Healthcare Skills Conclave (NHSC) 2026 at Parul University! 🚀🩺 🏆 Winner - Poster Competition: 'Cognitive Fatigue and Neurobehavioral Sequelae of Mild Post-COVID Syndrome in Young Adults' 🏆 Winner - Oral Case Presentation: 'Chronic Bilirubin Encephalopathy (Kernicterus) Presenting as Dyskinetic CP in a 6-Year-Old Child' 🥇 Winner - Skill Marathon (Pragya Skill Lab): Common Hospital Procedures under speed & precision. 🥈 Runners-Up - Simulation Premier League: Emergency management of cardiac arrest & severe trauma on high-fidelity Apollo mannequin.
#NHSC2026#ClinicalSkills#PostCOVID
Best Poster Winner NHSC 2026
Best Oral Case Presentation
Skill Marathon Champion
Simulation Premier League
Served as a member of the Organizing Committee for the GMC Accredited CME: "Exploring Fallacies in Laboratory," organized by the Dept of Biochemistry & AMBI Gujarat Chapter at PIMSR. Deep dives into facts vs artefacts, extravascular samples, and clinical lab automation!
#CME#Biochemistry#StudentLeadership
Biochemistry CME Event
AMBI Gujarat Chapter
Organizing Committee PIMSR
Clinical Chemistry Panel
Building on my previous role as Chairman of the Scientific Committee (2025), I am thrilled to share that I have stepped into the role of General Secretary of the Student Council 2026 at PIMSR! 🏛️✨ Focused on advocating for student welfare and driving academic initiatives.
#GeneralSecretary#StudentCouncil#PIMSR
General Secretary PIMSR Student Council 2026
Awarded Distinction and the Overall Gold Medal in 3rd Year MBBS, along with Gold Medals in Community Medicine (PSM) and Forensic Medicine. Deeply thankful to my teachers and PIMSR administration for their constant encouragement.
#GoldMedal#CommunityMedicine#ForensicMedicine
3rd Year MBBS Overall Gold Medal
Gold Medal Community Medicine
Gold Medal Forensic Medicine
PIMSR Academic Excellence Award
Happy to mark a major milestone in my MBBS journey: completing 30 presentations across Self-Directed Learning (SDLs), Seminars, and Tutorials during my first three years of MBBS!
#MBBS#PresentationSkills#ClinicalTraining
30 Presentations Milestone
Self-Directed Learning Presentations
Learned from frontline experts of DAPCU / DISHA and Lakshya Trust in a podcast session on India's HIV/AIDS control framework under NACP. Huge thanks to PSM professor Dr. Saurabh Parmar.
#PublicHealth#PSM#HIVAIDS
DAPCU Podcasting Session
Stepping into podcasting! Interviewed ICTC and ART counselors from Parul Sevashram Hospital as part of a PSM department initiative.
#Podcasting#CommunityMedicine
ICTC Podcast Interview
ART Counselor Session
Secured 2nd Prize in the UG Quiz Competition during World Breastfeeding Week 2025 celebrations at PIMSR Dept of Pediatrics with teammate M.Hasnain Patel.
#Pediatrics#MedicalQuiz
Breastfeeding Week Quiz
Pediatric Faculty Award
PIMSR Pediatrics Quiz
Won 1st Prize in Poster Presentation during World Breastfeeding Week 2025 at Parul Sevashram Hospital.
#Pediatrics#PublicHealth
Breastfeeding Poster Winner
Parul Sevashram Award
Attended "Forensic Fundamentals: Injury to Courtrooms" at Pramukhswami Medical College, Karamsad. Gained practical insight into legal medicolegal documentation and live courtroom scenarios.
#ForensicMedicine#MedLaw
Forensic Workshop Karamsad
Courtroom Medicolegal Simulation
Faculty Mentors Forensic Medicine
Deeply honored to be recognized at Confluence 2025 for serving as the Scientific Committee Head. Organizing the scientific events of the conference was both a challenge and a privilege!
#Confluence2025#Leadership
Confluence 2025 Scientific Head
Scientific Committee Felicitation
Secured Runners-up position in Poster Presentation for our work on “Understanding Antimicrobial Stewardship” at Confluence 2025.
#Confluence2025#AMR
Antimicrobial Stewardship Poster
AMR Poster Runners Up
Secured First Place in the Skill Competition at Confluence 2025, testing airway management, CPR, auscultation, IV/IM injections, and ETT insertion.
#Confluence2025#ClinicalSkills
Confluence 2025 Skill Winner
Airway & CPR Simulation
IV IM Procedure Station
Endotracheal Intubation Test
Won 1st Prize in World TB Day roleplay competition presenting community-focused TB awareness.
#WorldTBDay#PublicHealth
World TB Day Skit Winner
TB Public Health Communication
Attended a general surgery tutorial focused on suturing. Gained hands-on practice in basic suturing techniques, knot-tying, instrument handling and sterile technique.
#Surgery#Suturing#ClinicalTraining
Hands-on Suturing Tutorial
Knot Tying Instrument Handling
Cleared 2nd year MBBS. Translated classroom theory into real-world practice through PSM family visits, community assessment, patient interviewing, and health education in rural settings.
#PSM#CommunityMedicine#PublicHealth
Secured 2nd Runner-Up in 2nd MBBS University Exams with Distinction and Gold Medal in Pharmacology.
#Pharmacology#MedicalEducation
2nd MBBS Gold Medal Pharmacology
2nd Prof University Exam Felicitation
Pharmacology Academic Distinction
Selected among the Top 30 in the ELSEVIER National Basic Sciences Olympiad 2023.
#ElsevierOlympiad#BasicSciences
Elsevier Basic Sciences Olympiad Winner
Received Silver Medal and Distinction for performance in 1st-year MBBS along with subject runner-up honors.
#1stProfMBBS#SilverMedal
1st Prof MBBS Silver Medal
Anatomy Physiology Biochem Distinctions
Runner-up in Storytelling Competition organized by Dept of Psychiatry, Parul Sevashram Hospital on World Mental Health Day.
#WorldMentalHealthDay#Psychiatry
World Mental Health Day Storytelling
Clearing NTSE (NCERT) and KVPY (IISc Bangalore) have been truly rewarding milestones. Grateful to teachers at Aakash Institute Nizampura.
#NTSE#KVPY
NTSE Scholar Certificate
KVPY Fellow IISc Bangalore
Reflecting on my learning journey, 10th Boards experience at MGM School (99.71 PR, Head Boy) was a stepping stone reinforcing my passion for excellence.
#AcademicExcellence#GrowthMindset
10th Board Exams 99.71 PR MGM School

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ORCID iD: 0009-0001-4936-9656
Dhruv Prajapati Figure 2

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