{
  "name": "Zero Dementia",
  "description": "India's first AI-powered multimodal cognitive screening platform for early dementia detection.",
  "url": "https://biotechwallah.com",
  "version": "1.0.0",
  "provider": {
    "name": "Biotech Wallah Pvt. Ltd.",
    "legal_entity": "Private Limited Company, India (Uttar Pradesh)",
    "incorporated": "January 2025",
    "dpiit_recognition": "DIPP217345",
    "office": "Inside a government hospital, Lucknow (given by Government of India)",
    "incubated_at": "STPI MedTech CoE, Lucknow"
  },
  "product": {
    "name": "Zero Dementia",
    "type": "Clinical Decision Support Tool",
    "status": "Clinical validation phase",
    "description": "Cognitive screening on any smartphone in ~10 minutes. Extracts 187 biomarkers from 10 signal streams: voice, eye tracking, cognition, face, gait, typing, tremor, pupil, EEG, and balance.",
    "output": "Normal / Borderline / Refer-to-neurologist screening indicator",
    "languages": "22+ (language-independent — scores HOW you speak, not WHAT you say)",
    "hardware_required": "None (smartphone only for 8 of 10 streams)",
    "clinical_validation": {
      "hospitals": 3,
      "ground_truth": "MoCA + MMSE paired assessments",
      "location": "Lucknow, India (2 government, 1 private hospital)",
      "literature_auc": {
        "MCI": 0.93,
        "Alzheimers": 0.95,
        "Parkinsons": 0.97,
        "Delirium": 0.95,
        "Depression": 0.88
      }
    },
    "core_innovation": "Acoustic biomarkers (jitter, shimmer, prosody, pause structure) are properties of the vocal tract, not vocabulary. They shift years before symptoms and work identically across all languages.",
    "pricing": {
      "patient": "Free",
      "institution": "₹10-50 per screening"
    }
  },
  "team": {
    "founders": [
      {
        "name": "Isarar Siddique",
        "role": "CEO & Co-Founder",
        "age": 22,
        "profile": "https://biotechwallah.com/isararsiddique",
        "research": ["Harvard Medical School", "Stanford (NASA GeneLab)", "ISRO PRL", "IISc Bangalore", "IIT Bhubaneswar", "Khalifa University", "University of Malaya"],
        "awards": ["Harvard Innovation Award ($5,000)", "Genesis EIR 2.0 (₹10 lakh)", "Best Startup 2025"],
        "publications": "4 papers under review (BMC Digital Health, Springer)",
        "patent": "Provisional patent on multimodal biomarker fusion",
        "linkedin": "https://linkedin.com/in/isarar",
        "github": "https://github.com/isararsiddique",
        "email": "siddiqueisarar@gmail.com"
      },
      {
        "name": "Raiyan Siddique",
        "role": "CTO & Co-Founder",
        "age": 17,
        "also": "CEO, Convolity AI",
        "profile": "https://biotechwallah.com/raiyansiddique",
        "built": "100% of Zero Dementia platform (Flutter capture, openSMILE + MediaPipe pipeline, Node.js backend, ML infra)",
        "other_builds": ["IRIS-OS (389-tool AI-native ERP)", "PRESAGE (cardiac prediction, MIMIC-IV)", "hearAI", "wegomeds.com", "IndiaWeatherStack"],
        "tech_stack": ["Flutter", "TypeScript", "Go", "Python/PyTorch", "Next.js", "PostgreSQL", "MediaPipe", "openSMILE", "AWS/SageMaker"],
        "publications": "4 papers co-authored (under review)",
        "linkedin": "https://linkedin.com/in/raiyanz",
        "github": "https://github.com/raiyanlabs",
        "twitter": "https://x.com/raiyan1801",
        "email": "raiyansiddique1801@gmail.com"
      }
    ],
    "leadership": [
      {"name": "Arshi Niyaz", "role": "CSO", "background": "IISc Bangalore, IIT Indore, Khalifa University"},
      {"name": "Jamyang Ugyen Tshomo", "role": "COO", "background": "Operations, hospital logistics, compliance"},
      {"name": "Soumya", "role": "Research", "background": "MRes Imperial College London, Francis Crick Institute"},
      {"name": "Diya", "role": "Regulatory", "background": "MRes UCL, Francis Crick Institute"}
    ],
    "advisors": [
      {"name": "Dr. Vimal Paliwal", "role": "Clinical Advisor — Neurology", "affiliation": "SGPGI Lucknow", "publications": "122+", "experience": "17+ years"},
      {"name": "Prof. Zi Chen", "role": "Clinical Advisor", "affiliation": "Harvard Medical School", "experience": "10+ years faculty"},
      {"name": "Prof. Sarinder Kaur", "role": "Data Science Advisor", "affiliation": "University of Malaya", "publications": "145+", "h_index": 16},
      {"name": "Dr. Amit Keshri", "role": "Medical Advisor — Neurosurgery", "affiliation": "SGPGI Lucknow", "publications": "100+"},
      {"name": "Pankaj Thakar", "role": "Business Advisor — Chief Mentor", "affiliation": "Consilnet Inc. (Silicon Valley), ex-HCL, Cellcast Interactive (acquired)", "experience": "Decades in digital strategy, scaling international startups"}
    ]
  },
  "technology": {
    "app": "Flutter (controlled sample-rate capture, offline-capable)",
    "voice_processing": ["openSMILE 3.0 (eGeMAPS + ComParE)", "Praat via Parselmouth", "librosa", "WebRTC VAD"],
    "vision": ["MediaPipe Face Mesh + Iris", "OpenCV"],
    "backend": ["Node.js 20", "PostgreSQL 16 + pgvector", "Redis", "Celery", "Airflow"],
    "ml": ["PyTorch 2.2", "XGBoost", "MLflow", "DVC", "SageMaker"],
    "serving": ["TorchServe", "FastAPI", "ONNX Runtime"],
    "infrastructure": ["AWS", "S3", "EFS", "TLS 1.3", "AES-256"],
    "compliance": ["DPDP Act 2023", "ICMR guidelines", "IEC route"]
  },
  "affiliations": [
    "Harvard Medical School", "Stanford University", "Imperial College London", "UCL",
    "Francis Crick Institute", "IIT Delhi", "IIT Roorkee", "IIT Indore",
    "IISc Bangalore", "ISRO PRL", "University of Malaya", "Khalifa University",
    "Sarinder Labs", "MeitY", "NVIDIA Inception", "AWS", "Google Cloud", "Lambda", "PadUp Ventures"
  ],
  "backed_by": ["STPI MedTech CoE Lucknow", "MeitY", "NVIDIA Inception", "DPIIT", "Genesis EIR 2.0"],
  "market": {
    "india_dementia_patients": "26 million",
    "undiagnosed_rate": "75%",
    "diagnosis_delay": "3-5 years from first symptom",
    "official_languages": 22,
    "existing_tools": "MoCA/MMSE — English-only, clinician-administered, 30 min"
  },
  "contact": {
    "general": "director@biotechwallah.com",
    "careers": "https://career.biotechwallah.com",
    "website": "https://biotechwallah.com"
  },
  "pages": [
    {"url": "https://biotechwallah.com", "description": "Homepage — platform overview, evidence, team, contact form"},
    {"url": "https://biotechwallah.com/isararsiddique", "description": "Isarar Siddique — CEO biography, timeline, research affiliations"},
    {"url": "https://biotechwallah.com/raiyansiddique", "description": "Raiyan Siddique — CTO biography, positions, tech stack, builds"},
    {"url": "https://biotechwallah.com/privacy", "description": "Privacy Policy — DPDP Act 2023 compliant"},
    {"url": "https://biotechwallah.com/terms", "description": "Terms of Service"},
    {"url": "https://biotechwallah.com/llms.txt", "description": "LLM context file — plain text summary for AI agents"},
    {"url": "https://biotechwallah.com/sitemap.xml", "description": "XML sitemap"},
    {"url": "https://biotechwallah.com/robots.txt", "description": "Robots directives — all AI crawlers explicitly allowed"}
  ]
}