Product & Project Leader

Gnaneshwer Jadav

Product & Project Leader · HealthTech & EdTech · AI-Enabled Platforms
PhD (Immunology) · MBA (Healthcare) · Entrepreneur · Granted Patent

I build and deliver regulated digital platforms — from 0→1 products to large-scale programmes — across healthcare, research, and education.

Expertise & Focus

Product Management Project & Program Delivery Digital Health EdTech Platforms AI-Enabled Systems Clinical & Research Workflows FHIR / HL7 Regulated Delivery Healthcare Interoperability Agentic AI Systems Governance & Compliance Clinical Trial Operations

Impact

10+
Years
Healthtech & Edtech
5+
Years Product & Project
Leadership
60+
Products & Initiatives
Delivered
22–27%
Operational Efficiency
Gains
600+
Real-World Clinical
Encounters

Actions

60+MVPs Shipped
£€$50M+Programme Exposure
22–75%Measured Gains
FHIR / HL7Regulated Stack
Dr. Gnaneshwer Jadav

Where science meets
product execution

I build and deliver AI-driven platforms from 0→1 across clinical medicine, healthcare operations, and education.

PhD + postdoctoral research in immunology, MBA in healthcare, and 60+ shipped MVPs: I turn complex regulatory constraints into production-ready systems with measurable outcomes.

What I Do

0→1 Platforms HealthTech EdTech
  • Build AI-native platforms from discovery to scale
  • Own lifecycle: roadmap → delivery → iteration
  • Lead engineering, data, and clinical teams to shipped outcomes

How I Work

Voice of Customer Data-driven Compliance-first
  • 60+ clinician/operator interviews shape priorities
  • Amplitude, Mixpanel, and SQL guide decisions
  • Lean OKRs reduce iteration cycles by ~25%

Healthcare & Research Domain

Clinical AI FHIR / HL7 SaMD
  • Triage, decision support, and diagnostic improvement
  • FHIR R4 + HL7 v2 (ADT/ORM/ORU), NHS GP Connect
  • MHRA SaMD, NHS DSP Toolkit, 21 CFR Part 11

EdTech Domain

Simulation Personalisation Readiness
  • Simulation-first learning with AI-driven personalisation
  • Skill-gap diagnosis and portfolio-based proof loops
  • 40-50% readiness lift through 6-12 week MVP cycles

Research & Strategy Foundation

PhD Immunology MBA Healthcare Patent
  • 8+ peer-reviewed publications in immunology and AI
  • Author in progress: Product & Project Management using AI
  • Patent filed for AI-enabled healthcare system

Project & Programme Delivery

Multi-workstream Governance Regulated Delivery

From roadmap to real‑world outcomes

  • Lead end-to-end delivery across complex programmes
  • Own timelines, dependencies, risks, and delivery governance
  • Coordinate engineering, data, clinical, and external partners
22–27%
Improvement in clinical workflow automation and diagnostic accuracy
~80%
Reduction in MVP validation timelines and build costs
40–50%
Improvement in EdTech readiness and engagement

Delivery dashboard

A quick visual read of programme velocity, impact mix, and operational outcomes.

Validation Speed
3–6m → 4–8w
Validation timelines compressed through AI-assisted product loops.
Impact Distribution
22–75%
Automation, readiness, and reporting gains across shipped systems.
Portfolio Throughput
60+ MVPs
Multi-domain delivery under regulation, programme governance, and budget constraints.
Operating Signal
Execution Intelligence
+27% Accuracy 60–75% Less Manual 40–50% Readiness 99.9% Uptime Target
Metrics-first operating model across product, programme, and clinical delivery.

Product leadership, AI systems & clinical depth

Capabilities used in production systems — not theory. Depth earned across research labs, regulated startups, NHS-aligned environments, and consultancy.

Product & Project Leadership

Strategy → Delivery → Outcomes

0→1 Product Strategy & Portfolio Ownership Product Discovery & Continuous Discovery Roadmapping & Outcome-Led Prioritisation PRDs, Specs & Delivery Briefs MVP, Pilot & Rollout Execution OKRs & KPIs (Product & Operational) Stakeholder Alignment (Clinical, Technical, Commercial) Cross-Functional Team Leadership

Outcome: Clear direction, fast decisions, and shipped results — not just plans.

AI-Enabled Product & Prototyping

Builder mindset · No-code / Vibe Coding

LLMs: GPT-4, Claude, Gemini, Mistral AI-assisted decision support & workflow automation Agentic AI concepts & orchestration patterns Claude Code Cursor Lovable Replit No-code / low-code demos for fast validation Human-in-the-loop AI design in regulated contexts

Outcome: Ideas validated through working artefacts, not decks.

Project & Programme Delivery

Governance, execution & control

End-to-end Project Delivery (initiation → rollout) Multi-Workstream & Programme Coordination Timeline & Risk Management Delivery in regulated, high-stakes environments Vendor & Partner Coordination Governance, Reporting & Decision Logs Change Control & Delivery Assurance Budget & Resource Awareness

Outcome: Roadmaps land as real-world systems, on time and under control.

Healthcare Standards & Regulation

Trust, safety & audit-ready delivery

FHIR R4 HL7 v2 (ADT / ORM / ORU) NHS GP Connect EMIS Web GCP Healthcare API GDPR Art. 9 (Special Category Data) HIPAA MHRA SaMD NHS DSP Toolkit

Outcome: Products designed to pass audits, not scramble for them.

Analytics & Execution Intelligence

Measure → Decide → Improve

Amplitude Mixpanel Tableau Jira Lean OKRs Agile / Hybrid Delivery Execution Intelligence Continuous Improvement Loops

Outcome: Decisions driven by signal, not instinct.

Scientific & Clinical Domain Expertise

Unfair advantage in complex health contexts

Immunology (PhD) Biomarker Discovery Translational Research Clinical Trial Design (observational & early-phase) Flow Cytometry ICD-10 SNOMED CT RxNorm

Outcome: Faster alignment with clinicians, researchers, and regulators.

Courses I teach

Structured learning tracks blending product strategy, delivery leadership, and applied execution.

Course Track

Product Management

Product vision, customer discovery, roadmapping, and AI-aware decisions from discovery through launch.

Vision Discovery Roadmapping AI Strategy Customer Research Go-to-Market

Course Track

Project Management

Programme governance, execution planning, risk control, stakeholder alignment, and delivery in high-stakes environments.

Governance Risk Delivery Execution Stakeholders Budget

Course Track

Business Analysis

Problem framing, process analysis, requirements design, and data-backed decision support across business and technology teams.

Requirements Process Decisioning Problem Framing Data Analysis Solution Design

Products built & shipped

Selected shipped systems with regulatory and real-world impact. Evidence first, then narrative.

HealthTech · Interoperability £2.356M Programme
Nexus
Chief Architect & Program Lead
Hospital-wide HL7 v2 to FHIR R4 backbone · 34 production channels · All 60 deliverables closed
  • Deployed a Mirth Connect HA cluster with 34 production channels across all 7 HL7 v2 families
  • Achieved 100% compliance with HIPAA, GDPR, and 21 CFR Part 11 through formal external audits
  • Built an on-premise Clinical NLP pipeline generating de-identified SOAP notes and problem lists with a 0.91 F1 score
  • Completed all 60 program deliverables by Apr 2025 under the £2.4M budget
HL7 v2 FHIR R4 Mirth Connect Clinical NLP HIPAA
Regulatory AI IndiaAI / MeitY
Vigil
Project Director
40–60% faster regulatory review cycles · 98.5% PII/PHI redaction score · Regulation-as-code workflows
  • Architected a modular AI-driven operating system for CDSCO national-scale regulatory reviews
  • Reduced document review time by 40–60% through automated triage and AI summarisation
  • Implemented an anonymisation engine with a 98.5% score for PII/PHI redaction, aligned to the DPDP Act 2023
  • Built a YAML-driven completeness classifier so policy changes can be updated without code rewrites
Regulatory AI Anonymisation YAML Rules LLM Summarisation
HealthTech · Healthcare OS $8.5M Programme
Aksh Health
Project Manager
15-month AI-native Healthcare OS programme · 6 specialist agents · Full EHR integration roadmap
  • Managing a phased rollout from Initiation (M1) to Scaling (M10–12) with team growth from 5 to 50 engineers
  • Overseeing an $8.5M total budget with monthly tracking and a $3M seed funding target
  • Foundation includes a FHIR R4 server (Medplum), AWS EKS infrastructure, and 99.9% uptime targets
Medplum AWS EKS FHIR R4 AI Agents
HealthTech · Patient Platform 24-Month Roadmap
Akeno Health
Founder & CEO
AI-native patient management platform for India and UK · 6-agent architecture · 135-language reach
  • Leading a 24-month roadmap to build an AI-native patient management platform for India and UK markets
  • Orchestrated 6 specialist AI agents to automate care pathways end-to-end
  • Integrated support for 135 languages to serve diverse populations across global regulatory environments
  • Targeting DDI F1 > 0.85 through a 500-case prospective study
Multi-Agent AI Patient Management DDI Detection Global Localisation
HealthTech · Transitions of Care Agentic CV Platform
WoundX
Technical Program Manager
Hospital-to-SNF transition platform · Computer vision wound intelligence · FHIR-compliant referral bundles
  • Built a referral completeness scorer and SNF acceptance predictor to reduce discharge delays
  • Implemented a Wound Intelligence panel for tissue composition analysis and progression tracking
  • Designed generation of FHIR-compliant referral bundles using Composition and DocumentReference
Computer Vision FHIR Bundles Discharge Ops Clinical Logic
HealthTech · Trial Ops Pilot Wedge
PRISM
Product Lead
Protocol-to-patient intelligence · Criterion-level explainability · 4–6 pilot teams targeted by Oct 2026
  • Developed automated ingestion to convert trial PDFs into structured eligibility schemas
  • Created a matching engine with criterion-level reasoning for auditable patient enrolment decisions
  • Positioned the product to land 4–6 pilot teams by proving faster screening workflows and enrolment simulations
Trial Matching Eligibility Parsing Explainable AI Clinical Trials
HealthTech · Clinical Workflow Deterministic-first UX
ClinicEase
Project Manager
Encounter initiation in under 1 minute · WhatsApp continuity layer · One-page clinical summaries
  • Streamlined encounter initiation to < 1 min with immutable, doctor-approved summary snapshots
  • Used WhatsApp Business API for patient follow-ups without requiring a separate patient app
  • Kept FHIR as an export-only layer so the internal model stayed lean for rapid clinical adoption
WhatsApp API FHIR Export Clinical Summaries Doctor Workflow
EdTech · Learning Platform 12,000+ Learners
Skill-Bridge
Program Lead
Multilingual gamified LMS · 65% learner active rate · Structured mentor-led learning at scale
  • Delivered a multilingual, gamified LMS connecting 12,000+ learners with structured content and mentors
  • Implemented XP, streaks, and leaderboards, driving a 65% learner active rate
  • Built course tracking, quiz engine, AI study assistants, and automated certificates
LMS Gamification AI Study Assistant Multilingual
EdTech · Career Readiness Simulation-first
Elevare
Product Manager
AI-guided readiness workflows · Role-specific simulations · Lower job-prep effort
  • Architected a career readiness platform using AI-guided workflows and realistic simulations
  • Positioned the product as a simulation-first readiness tool for role-specific practice
  • Developed guided onboarding, skills intelligence, and adaptive AI preparation paths
CareerTech Simulation Skills Intelligence AI Workflows
HealthTech · Remote Monitoring Digital Twin
Vitalis
CEO & Product Leader
AI-powered Digital Twin for RPM · Explainable alerts · Clinician-ready summaries from fragmented EHR data
  • Architected a Digital Twin platform that turns fragmented EHR data into actionable RPM insights
  • Orchestrated AI agents to generate explainable alerts for abnormal labs and drug interactions
  • Engineered a Twin Core that ingests FHIR resources and delivers clinician-ready summaries with full explainability coverage
RPM Digital Twin FHIR Explainable AI
HealthTech · Research Ops Clinical Trial Management
MethodIQ
Technical Program Manager
AI platform for feasibility, protocol parsing, and patient screening · Pilot outreach confirmed · Data model finalised
  • Designed an AI platform for clinical trial management focused on feasibility, protocol parsing, and patient screening
  • Engineered a workspace for method extraction and source ingestion to improve research productivity
  • Confirmed initial pilot outreach and finalised the draft data model for sources, methods, and runs
Protocol Parsing Feasibility Patient Screening Research Workspace

Career timeline

From postdoctoral researcher to AI product founder and consultant — bridging deep science with commercial product execution.

AMDARI
Senior Product & Project Consultant
Sep 2025 – Present

AI product strategy and delivery across HealthTech, Clinical Trials, EdTech, and execution intelligence. Move startups from concept → MVP → scale under regulatory constraints.

Impact

  • Delivered 5+ 0→1 platforms across 3 domains
  • Cut product validation cycles from 3–6 months → 4–8 weeks
  • Reduced manual tracking and reporting by 60–75% via AI-driven execution systems
  • Built compliance-first architectures (FHIR, HL7, GDPR, EU healthcare standards)

Selected Engagements

Helvetia CareConnect — €1M PRISM Clinical Trials — £70k Vigil Regulatory AI — £50k Delivery Intelligence — £80–120k Elevare EdTech — £20k Smart City Waste-to-Energy — €50M
Accountable Hindustan
Product Leader — London Apprentice
Jan – Sep 2025

Rapid AI product experimentation in healthcare and research using sprint-based delivery and AI-assisted no-code tooling.

Impact

  • Built 6+ AI prototypes in 6–12 week cycles
  • Engaged 40–60 clinicians and researchers for continuous validation
  • Shipped products 60–70% faster vs traditional dev workflows
  • Focused on real clinical workflows, not demos

Products

Aksh Health (£10–15k) ClinicaAI (£3–5k) MethodIQ (£5–7k) Loopd (£1–2k) DocAssistAI (£1–2k)
Akeno Health
Co-founder & Product Leader
Jul 2021 – Apr 2025

Led 0→1 build of a clinical-grade B2B diagnostic AI platform, from concept to pilot deployment.

Impact

  • Directed a 7-person cross-functional team over 8 months
  • Achieved 82 SUS score and 93% task completion (120+ hrs usability testing)
  • Deployed to 2 private pilot clinics (600+ patient encounters)
  • AI agents improved diagnostic accuracy by 27%
  • Co-invented patented Federated AI Healthcare Management System
  • Secured £3,000 pre-seed; defect escape rate <0.6%
Linköping University
Postdoctoral Research Scientist — Haemato-Immunology
Jan 2021 – Dec 2021

Bridged translational immunology, data science, and product thinking while completing an MBA.

Impact

  • Led pods delivering 150+ patient-sample assays; cut turnaround time by 40%
  • Translated nonlinear EC50 modelling into feature briefs and clinician workshops
  • Orchestrated 5 KOL strategy sessions; co-authored 2 perspective articles
  • Secured €1M in mixed-method funding via data-driven proposals
  • Standardised SOPs and onboarding; reduced method variance by 30%
  • Built audit-ready analytics pipelines (ICH-GCP, GDPR compliant)
University of Verona
Postdoctoral Researcher — Immunology & Infectious Diseases
Jan 2020 – Dec 2020

Product-style execution applied to translational immunology research.

Impact

  • Executed 200+ ELISA / CBA assays with clinician-in-the-loop hypothesis refinement
  • Architected a three-manuscript roadmap and met all submission milestones
  • Led 5 hands-on immunoassay workshops; reduced procedural errors by 30%
  • Built interactive dashboards to connect lab outputs with clinical reasoning
University of Verona
PhD Candidate — Immunology
Sep 2016 – Dec 2019

Data-driven patient stratification and translational research in systemic sclerosis.

Impact

  • Processed 150+ flow cytometry experiments; applied logistic regression for cohort segmentation
  • Delivered IC50 curves with 95% confidence intervals across 80+ samples
  • Co-led 6 dermatology-rheumatology case reviews translating insights into protocols
  • Presented at 8 international symposia; co-authored 6 peer-reviewed papers

Academic foundation

Deep clinical science combined with healthcare management and modern product leadership.

MBA — Healthcare Management
University of Kent
Jan 2020 – Oct 2021
Health/healthcare administration with a strong focus on product strategy and delivery leadership in regulated environments.
PhD — Internal Medicine / Immunology
Università degli Studi di Verona
2016 – 2019
Translational immunology research focused on CD4+/CD8+CD28null T cells, systemic sclerosis, and biomarker discovery.
MSc — Medical Biotechnology
Università di Siena
Oct 2013 – Jul 2015
Advanced biomedical training covering HIV-1 latent reservoir biology, antiretroviral resistance, and zebrafish disease models.
BSc — Pharmaceutical Sciences
Kakatiya University
June 2008 – Jul 2012
Focused on drug development, pharmacology, and quality systems, providing a strong foundation for regulated healthcare and life-sciences product development.

Patents, Publications & Credentials

Patent
Federated AI Healthcare Management System
Patent holder for a secure, federated AI architecture enabling GDPR-compliant cross-site biomedical data integration across healthcare institutions, supporting privacy-preserving analytics and clinical decision systems.
Publications
Peer-Reviewed Research (Immunology & Translational Medicine)
Author of 8 peer-reviewed research publications in high-impact journals, with work spanning immunology, biomarker discovery, and translational medicine. Presented findings at international conferences across Europe during PhD and postdoctoral research.
Certifications
AI Product Management — Google · Microsoft · IBM
Applied AI and machine-learning concepts for product leaders, including use-case identification, model lifecycle, responsible AI, and cloud-based AI services.
Certifications
Data Analytics & Decision Making — Google
Data-driven decision-making using analytics, experimentation, and dashboards to inform product and business strategy.
Certifications
Certified Scrum Product Owner (CSPO) — Scrum Alliance
Product ownership, backlog prioritisation, stakeholder alignment, and value-driven delivery in agile and scaled environments.
Certifications
Product Management Certification — NextLeap
End-to-end product development covering customer discovery, problem framing, MVP delivery, and enterprise product management.

Professional references

Mixed perspectives across healthcare, academia, education, and community leadership.

Implementation Strategist | Author | Power Thinker · Mentor to Dr. Gnaneshwer

Nagendra Saraf

Highlights Dr. Gnaneshwer's multifaceted expertise, strategic thinking, and entrepreneurial mindset developed through close mentorship. Recognised strong business planning, innovative problem-solving, and leadership that combines scientific depth with AI to create healthcare solutions with international scale potential.

Teacher | UK Education Sector | Colleague

William Hardman

Recognised Dr. Gnaneshwer's passion for education, creativity, and dedication in UK classrooms. Highlighted strong collaboration with colleagues, the ability to simplify complex biology into practical learning, and a genuine commitment to student development and professional growth.

Postdoctoral Researcher, Duke University · University of Verona, Italy · Academic Collaboration

Nidula Mullappilly, PhD

Recognised scientific leadership, mentorship, and a collaborative style during work at the University of Verona. Noted strengths in data analysis, clear communication of complex findings, and building KOL collaboration across Immunology, Infectious Diseases, and Cancer Biology.

Club Chairman · Street End Cricket Club

Kevin Hopper

Highlighted enthusiastic contribution as both player and committee member at Street End Cricket Club. Recognised leadership, teamwork, reliability, and active support for club initiatives that foster an inclusive and welcoming environment across the wider community.

Associate Professor | Statistician | Co-founder Akeno Health · Direct Academic Supervisor

Dr. Mallikarjuna Reddy Doodipala

Acknowledged long-term leadership, academic excellence, and strategic vision from early academic roles through entrepreneurship. Highlighted strong cross-functional execution at Akeno Health and contributions that supported patent progress, accelerator recognition, and innovation in medical record and patient care systems.

Street End Cricket Club | Teammate

Jeffrey Reene

Recognised Dr. Gnaneshwer as a supportive teammate with enthusiasm, discipline, and strong team spirit. Noted his professionalism, respect for others, and consistent contribution on and off the field, including active support for a collaborative club culture.

Medical Biotechnologist | Innovation Strategy | Venture Building · University of Siena · Academic Mentor

Kevin Mendonca, PhD, MBA

Recognised entrepreneurial mindset, initiative, and exceptional work ethic during the University of Siena period. Emphasised a do-whatever-is-needed attitude and strong ability to combine scientific expertise with venture building and practical innovation strategy.

Education Agency Line Manager | UK

Louise Latter

Recognised long-term professionalism, reliability, and subject expertise in Biology teaching across college settings. Highlighted adaptability across institutions, clear teaching of complex topics, and strong, trusted relationships with both staff and students.

Founder | CEO | Scientist | Entrepreneur · Akeno Health Founding Team

Virender Singh, PhD

Recognised visionary leadership and execution during the founding journey of Akeno Health. Highlighted impact across platform direction, patent and accelerator milestones, and team leadership with strategic clarity through challenging periods including COVID-19.

Let's Build Something Together

If you're working at the intersection of AI, healthcare, or education, I'd be happy to connect — whether to collaborate, advise, or consult on building real-world systems that ship.