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Hyderabad  ·  Seeking a funded PhD & research collaboration

Community medicine. In the field, in the data.

Dr. Jaideep Rao M. — MBBS, MD (Community Medicine). Director at Clinoble Innovations Pvt. Ltd., following senior residency in Community Medicine at Government Medical College, Maheshwaram. I build digital preventive interventions across the life course — from behavioural-addiction screening in young adults to biological-ageing assessment in older adults — backed by longitudinal and meta-analytic research.

4 PROSPERO-registered
systematic reviews
8 Indexed papers
published & in review
10 Digital health tools
built & deployed
2 Patents pending
quantitative clinical imaging
Dr. Jaideep Rao — portrait
Currently
Director · Clinoble Innovations Pvt. Ltd.
Research profile

Preventive medicine, across the life course.

Community-medicine physician (MBBS, MD) building digital preventive interventions across the life course — from behavioural-addiction screening in young adults to biological-ageing assessment in older adults. First-author longitudinal and meta-analytic researcher with four PROSPERO-registered systematic reviews, peer-reviewed publications in internationally indexed journals (Cureus / Springer Nature; IJPHRD / EMBASE), and two mobile-health applications deployed to the public via Google Play. Founding Executive Editor of a peer-reviewed, open-access health-sciences journal built and deployed independently. Seeking a funded PhD to evaluate digital preventive interventions at population scale in low-resource settings.

Qualifications
MBBS · MD (Community Medicine)
Current role
Director, Clinoble Innovations Pvt. Ltd.
Based in
Hyderabad, Telangana, India
Nationality
Indian
Education

Trained in medicine and population health.

2025 · Postgraduate
MD — Community Medicine
MNR Medical College / KNRUHS University, Telangana, India
Dissertation: Nutritional status of the rural elderly, Sangareddy district, Telangana.
2017 · Undergraduate
MBBS
MNR Medical College / Dr. NTRUHS University, Telangana, India
Undergraduate medical training including the rotating internship.
Research & professional experience

Clinical practice, fieldwork, and tooling.

Director — Clinoble Innovations Pvt. Ltd.
2026 – Present
Health-technology & contract-research organisation (CRO), Hyderabad, India
  • Lead product, research, and intellectual-property strategy for a health-technology and contract-research organisation developing digital preventive-health tools, clinical-AI validation services, and evidence-synthesis research.
  • Sole inventor on two filed patent applications in quantitative clinical imaging; lead product, research, and IP strategy.
Senior Resident — Department of Community Medicine
Jul 2025 – Jul 2026
Government Medical College, Sangareddy (Jul – Aug 2025), then Government Medical College, Maheshwaram, Telangana, India (Aug 2025 – Jul 2026)
  • Delivered undergraduate medical teaching in Community Medicine (300+ contact hours), with trilingual delivery in English, Hindi, and Telugu.
  • Conducted field epidemiology and primary-care research across rural and urban health training centres (RHTC / UHTC).
  • Designed, pre-registered (PROSPERO and OSF), and conducted four systematic reviews & meta-analyses and two longitudinal cohort studies.
  • Developed and deployed the PAUSE App (Preventive Approach to Unhealthy Screen Exposure), now live on Google Play; obtained Institutional Ethics Committee approval (MNR HERA Campus) and commenced enrolment of students into an ongoing longitudinal study.
  • Developed and deployed the Decades App (live on Google Play), a preventive-health and longevity tool offering 30+ validated risk calculators, biological-age estimates (PhenoAge, Functional Age, Outlive Quotient), and a 40-year preventive-health roadmap across 50+ features.
  • Built Aarogyam365.com, a bilingual family-centred preventive-health platform spanning screening-to-care modules, daily preventive actions, myth-busters, meal plans tailored to health status, NCD awareness, and dedicated front-line-worker resources.
  • Built and deployed the Telangana Journal of Health Sciences (tjhs.in), a diamond open-access, peer-reviewed journal that is free for both authors and readers.
  • Built NETHRA (Networking for Epidemiological Tracking, Health Risks & Alerts), a state-level public-health intelligence platform designed to detect outbreak signals early and contain disease spread before it becomes widespread.
  • Built and deployed CardioPulmo, a smartphone heart- and lung-screening instrument analysed by three cloud-hosted deep-learning models (CardioScope, heart-sound screen, AUC 0.996; PulmoScope, lung-sound screen, AUC 0.782; murmur detector, AUC 0.875) plus percussion, seismocardiography, fingertip-PPG and JVP modules; prospective clinical validation planned.
  • Developed TeleVaidyam.com, a teleconsultation progressive web app for rural primary care in Telangana — a 257-molecule verified drug formulary, bilingual electronic prescriptions, ASHA-assisted (proxy) booking, and primary-health-centre referral workflow. In pilot deployment.
  • Developed Orthobiosis.com — “orthobiosis” (right living), a term coined by Nobel laureate Élie Metchnikoff; a 12-pillar framework countering health misinformation.
General Physician — Primary Care, Private Practice
2017 – 2022
Private practice, rural Telangana, India
  • Independent rural primary-care practice over four years, managing acute and chronic presentations across all age groups in an underserved setting with a high burden of non-communicable and infectious disease.
  • Sustained first-hand exposure to rural health-seeking behaviour and primary-care gaps in Telangana, directly motivating subsequent research in preventive, behavioural, and digital health.
Peer-reviewed publications

Published & indexed.

P01
Published Cureus · Springer Nature Longitudinal

Behavioural and contextual predictors of cyberchondria severity among preclinical medical students in India: a two-wave longitudinal study

Jaideep Rao M., Sridhar D., Kiranmai B. Cureus. 2026;18(6):e110631.
P02
Published IJCMPH · Scopus-indexed Dose-response

Online health search behaviour and cyberchondria severity among medical students: a dose-response study

Jaideep Rao M., Sridhar D., Kiranmai B. International Journal of Community Medicine and Public Health (IJCMPH). 2026;13(7):3657–3664.
P03
Published IJPHRD · EMBASE-indexed Cross-sectional

To study the prevalence and sources of stress among medical students of Sangareddy district

Jaideep Rao M., Yamini Satya N., Kumar S. Indian Journal of Public Health Research & Development (IJPHRD). 2023;14(4).
Manuscripts in press / under review

In the pipeline.

M01
Accepted NJMR

AI-assisted health information seeking and domain-specific cyberchondria among medical students

Jaideep Rao M., Sridhar D. National Journal of Medical Research (NJMR) — accepted for publication.
Manuscript ID: NJMR-1370
M02
Under review MJAFI SR & Meta-analysis

Prevalence of physical inactivity among undergraduate MBBS students in India: a systematic review and meta-analysis using the IPAQ

Jaideep Rao M., Sridhar D., Kiranmai B. Medical Journal Armed Forces India (MJAFI) — under peer review.
Manuscript ID: MJAFI-D-26-00283
M03
Under review EMHJ · WHO/EMRO SR & Meta-analysis

Pooled prevalence and factors associated with emigration intention among physicians in low- and middle-income countries: a systematic review and meta-analysis

Jaideep Rao M., Nidadavolu YS. Eastern Mediterranean Health Journal (EMHJ), WHO/EMRO — under peer review.
Manuscript ID: EMHJ-D-26-00675
M04
In preparation SQU Medical Journal SR & Meta-analysis

Uncontrolled hypertension and confirmatory accuracy of blood pressure screening in dental settings: a systematic review and meta-analysis

Jaideep Rao M., Nidadavolu YS. Epidemiology and Health (epiH) — under peer review.
Manuscript ID: EPIH-26-375
M05
Under review Ophthalmic Epidemiology · T&F SR & Meta-analysis

Problematic and addictive digital-device use and dry eye disease in children, adolescents, and young adults: a systematic review and meta-analysis

Jaideep Rao M., Shilpa Reddy V. Ophthalmic Epidemiology (Taylor & Francis) — under review.
Submission ID: 263885997
Patents

Filed & pending.

PT1
Patent pending Indian Patent Office Sole inventor

Quantitative clinical imaging

Jaideep Rao M. — sole inventor, filed under Clinoble Innovations Private Limited on 20 July 2026, Patent Office Chennai.
Application number available on request
PT2
Patent pending Indian Patent Office Sole inventor

Quantitative clinical imaging

Jaideep Rao M. — sole inventor, filed under Clinoble Innovations Private Limited on 26 July 2026, Patent Office Chennai.
Application number available on request
Registered protocols & preprints

Pre-registered on PROSPERO & OSF.

Every systematic review is registered before screening begins — publicly searchable on PROSPERO, with the protocol preprint archived on OSF.

R01
PROSPEROOSF preprint

Emigration intention among physicians in low- and middle-income countries

Jaideep Rao M., Nidadavolu YS. — Pooled prevalence & associated factors; systematic review and meta-analysis.
PROSPERO CRD420261402590  ·  OSF doi:10.17605/OSF.IO/VDUF5
R02
PROSPEROOSF preprint

Uncontrolled hypertension & confirmatory accuracy of blood pressure screening in dental settings

Jaideep Rao M., Nidadavolu YS. — Systematic review and meta-analysis.
PROSPERO CRD420261405844  ·  OSF doi:10.17605/OSF.IO/XYBZV
R03
PROSPEROOSF preprint

Problematic & addictive digital-device use and dry eye disease in children, adolescents, and young adults

Jaideep Rao M., Shilpa Reddy V. — Systematic review and meta-analysis.
PROSPERO CRD420261411566  ·  OSF doi:10.17605/OSF.IO/92MVP
R04
PROSPEROOSF preprint

Physical inactivity among undergraduate medical (MBBS) students measured by the IPAQ

Jaideep Rao M., Sridhar D. — Systematic review and meta-analysis.
PROSPERO CRD420261376364  ·  OSF doi:10.17605/OSF.IO/WYPGT
Conference presentations

Presented at IAPSMCON & PREVENCON.

Poster · IAPSMCON 2023

Prevalence of internet addiction among undergraduate medical students

A cross-sectional study in a medical college of Sangareddy. Poster presentation, IAPSMCON 2023.

Oral · PREVENCON 2.0, 2024

KAP concerning menstruation among adolescent school girls

An evaluation of knowledge, attitude and practice in the RHTC area of a tertiary-care hospital, Sangareddy. Oral presentation, PREVENCON 2.0, 2024.

An earlier chapter

Before medicine, a social enterprise.

My route into community medicine didn't begin in a hospital. It began with a conviction that life-saving technology should be affordable to the people who need it most — and a company built to prove it.

₹999
device price, vs ₹7,000+ market rate in 2012
1.2 lakh
active units kept running on our servers
Lifetime
free server access — a model rivals still don't match
Zero
profit margin on the affordable medical devices we supplied

I was a co-founder of INGOLABS, a social enterprise built on a single principle: technology that protects life and safety should not be priced out of reach. In 2012, vehicle GPS tracking units sold for upwards of ₹7,000, with recurring server fees layered on top. We brought that down to ₹999–₹1,999 — and provided lifetime server access at no cost, a model no competitor offered then and, to my knowledge, still does not offer in 2026, where server charges remain the industry norm.

Those units went into hospital and emergency-service ambulance fleets, school buses, and private fleet operators, as well as government vehicle fleets deployed under non-disclosure agreement — applications where reliability is mission-critical and a dropped signal has real consequences. Ambulance tracking was among our largest deployments: helping hospitals locate, dispatch, and monitor emergency vehicles in real time. At our peak we kept roughly 1.2 lakh active units running on our servers free of charge. Under the same no-margin, service-first principle, INGOLABS also supplied affordable medical devices — dermarollers and similar — at near-cost prices.

The venture did not survive the decade. Shifting macroeconomic conditions softened demand; telecom carriers raised connectivity costs beyond what an affordability-first model could absorb; a large-scale cyber-attack compromised our financial systems and caused heavy losses; and the COVID-19 disruption was the final blow that pushed the company into bankruptcy.

What stayed with me was the motivation underneath it all — reaching large populations with something that protects their health and safety, affordably and at scale. That is the same instinct that brought me to community medicine: the same goal, pursued now through public health and research rather than hardware.

Digital health tools — developed & deployed

Research, turned into software.

Ten digital-health tools built and shipped — two live on Google Play, the rest deployed on the web, spanning preventive health, behavioural screening, teleconsultation, surveillance, and point-of-care cardiopulmonary screening. Each takes validated instruments out of the paper and into the hands of real users and front-line workers.

CardioPulmo
Live · Web

Smartphone heart- and lung-screening instrument; recordings analysed by three cloud-hosted deep-learning models — CardioScope (heart-sound screen, AUC 0.996), PulmoScope (lung-sound crackle/wheeze screen, AUC 0.782) and a murmur detector (AUC 0.875) — plus percussion, seismocardiography rhythm, fingertip-PPG vascular, JVP and breath-sound-asymmetry modules. Bilingual English/Telugu with ambient-noise quality gating. Prospective clinical validation planned. Research use only — screening aid, not a diagnostic device.

PAUSE
Live · Google Play

Six-domain digital-wellbeing and behavioural-addiction screener integrating six validated instruments (CSS-12, BSMAS, SVAS-6, GDT-4, PCUS, BWAS) into a composite Digital Wellness Score.

Decades
Live · Google Play

Biological-ageing and longevity assessment computing PhenoAge, Functional Age, and Outlive Quotient composites across 30+ validated risk calculators, with a 40-year preventive-health roadmap.

TeleVaidyam
Pilot deployment

Teleconsultation PWA for rural primary care in Telangana — a 257-molecule verified drug formulary, bilingual e-prescriptions, ASHA-assisted booking, and a primary-health-centre referral workflow.

TB F.I.R.S.T
Live · Web

Bilingual PWA implementing the full Find–Interpret–Refer–Support–Track tuberculosis care cascade, powered by a fusion TB-risk classification model; built for national TB screening at scale.

Orthobiosis
Live · Web

A premium preventive-health platform built on the 12 Pillars of “Right Living” — an evidence-informed library, the Orthobiosis Index, and a Health Hype Detector that counters health misinformation.

NETHRA
Live · Web

State-wide (33-district) public-health surveillance and intelligence platform for Telangana — AI-assisted rumour rebuttal, field-report triage, and early outbreak-signal alerting.

FAP Logbook
Live · Web

Role-based platform for the NMC-mandated MBBS Family Adoption Programme — separate student, group-leader, administrator and examiner workflows. Covers households and member records, anthropometry, vitals, haemoglobin, risk flags, immunisation, home visits, sanitation and socioeconomic scoring, KAP surveys, diet recall, vital events, interventions, reflections and competency monitoring, with consent, GPS, QR, audio and speech capture. Reviewers approve visits, request corrections, track overdue families and SOS alerts; administrators import rosters and allocate groups. Analytics, data-quality checks, audit logs, offline foundations, and CSV / XLSX / DOCX / PPTX export.

TJHS
Live · Web

Telangana Journal of Health Sciences — an Open Journal Systems platform running a peer-reviewed, diamond open-access health-sciences journal with double-blind editorial and review workflows; free for authors and readers.

Aarogyam365
Live · Web

Bilingual family-centred preventive-health platform — monthly family health actions, screening-to-care modules, myth-busters, meal plans tailored to health status, and NCD awareness.

Editorial & professional service · Teaching

Building the infrastructure of evidence.

Founding Executive Editor · 2026 – Present

Telangana Journal of Health Sciences (TJHS)

Independently conceived, built, and deployed a peer-reviewed, open-access health-sciences journal on Open Journal Systems (OJS), with a double-blind editorial and peer-review workflow and a published demonstration issue. Diamond open access — free for both authors and readers. tjhs.in

Teaching

300+ contact hours, trilingual

Undergraduate medical teaching in Community Medicine — lectures, small-group sessions, and field postings — delivered trilingually in English, Hindi, and Telugu.

Technical & methodological skills

The toolchain behind the work.

Study designs

Designs & synthesis

  • Longitudinal cohort; cross-sectional; systematic review & meta-analysis
  • PRISMA 2020; PROSPERO registration; GRADE
  • Risk-of-bias: Newcastle–Ottawa, JBI, RoB 2, ROBINS-I
  • Proportion / prevalence meta-analysis
Retrieval & statistics

Search & analysis

  • PubMed/MEDLINE, Cochrane (CENTRAL & CDSR), Epistemonikos, WHO Global Index Medicus, medRxiv
  • IBM SPSS; Stata (meta-analysis, regression)
  • R (metafor, meta)
  • Validated psychometric scales (CSS-12, BSMAS, IPAQ) & survey methodology
Health informatics

Build & deploy

  • Design & deployment of mobile and web health applications (PWA and Android)
  • Composite scoring engines & validated risk calculators
  • Open Journal Systems (OJS) editorial platform
  • Python & JavaScript data pipelines
English  FLUENT — ACADEMIC & PROFESSIONAL
Hindi  NATIVE / FLUENT
Telugu  NATIVE / FLUENT
Professional membership

Affiliations & standing.

Professional membership
Indian Association of Preventive and Social Medicine (IAPSM) — Lifetime Membership No. 9923, 2026

Detailed references are available on request.

Collaborate

Seeking a funded PhD & collaborators.

Digital preventive interventions at population scale, behavioural epidemiology, instrument development, or systematic-review work — if any of that overlaps with your programme, I'd like to hear from you.

Get in touch