Directory & Settings

Take a breath. You never have to carry health worries alone. DrLina is here to listen and guide you every step of the way.

TodayMorning Discovery

A quiet health cue for your day.

1-Min LessonMorning Discoverydigestive health

Gut Wake-Up Signals

The Science: You naturally lose about 2 cups of water overnight through breathing and sweat. When you drink water in the morning, it fills the stomach and sends a natural nerve signal that gets your digestive tract moving smoothly.

The Actionable Rule: Drink 1 to 2 glasses of room-temperature water 15 minutes before having coffee or breakfast to protect your stomach lining and encourage regular bowel habits.

Daily Practice: Drink a full glass of water right now before your morning coffee or breakfast.

Install the core mobile application.

Get immediate symptom reasoning, preventative health baselines, and instant first-aid guidance everywhere you travel.

Why DrLina isn’t like any other AI.

Engineered for genuine healing, not generic answers. A clinical companion that speaks with real voice presence, reads complex medical artifacts, and guides your personal health day after day.

01 // Recovery Programs

A day-by-day plan, not just a one-off answer.

  • Daily photo comparisons track healing progression for wounds, burns, and surgical incisions.
  • Dynamic symptom trajectory predicts recovery time and catches red flags early.
  • Structured milestone roadmap stays with you until safe recovery.
02 // Family Care

One home for your family's health.

  • Multi-profile continuity lets you manage care for kids, partners, and aging parents.
  • Pediatric fever triage provides dosage alerts and temperature guidance.
  • Shared memory organizes medications, allergies, and histories without confusion.
03 // Chronic Care

Continuous care for long-lasting conditions.

  • Longitudinal tracking monitors blood pressure, glucose, and asthma triggers.
  • Proactive medication reminders ensure vital doses are never missed.
  • Decodes lab panels, discharge papers, and clinical notes into plain language.
04 // Daily Wellness

Daily guidance before you ever get sick.

  • Circadian health cues deliver timed advice for morning, midday, evening, and night.
  • Metabolic and rest guidance supports deep sleep, nutrition, and stress balance.
  • Proactive check-ins provide gentle nudges before minor issues escalate.
05 // Doctor Bridging

Bridges you to the right doctor — and prepares your visit.

  • Specialist routing identifies exactly who you need to see (Pediatrician, ENT, Cardiologist, etc.).
  • Compiles a crisp, doctor-ready symptom timeline to share at your consultation.
  • Provides a targeted checklist of questions to ask your physician.

System Dispatches

Realtime voice companion updates, multi-tier model architectures, and clinical intelligence releases from the DrLina engineering team.

Voice & MultimodalAugust 15, 20266 min read

System Dispatch v1.4: Engineering Full-Duplex Clinical Voice Triage for Offline $100 Android Hardware

How we compressed DrLina's sub-300ms clinical voice triage and emergency first-aid protocol buffer into 4-bit INT4 weights running entirely on-device on low-spec $100 mobile hardware with zero cloud reliance.

Quantization4-Bit INT4 Weight Compression
Memory Footprint< 240MB Local RAM Allocation
Read Full Dispatch
AI ResearchAugust 10, 20266 min read

How We Built a 4-Tier Clinical Reasoning Architecture with Autonomous Safety Overrides

An engineering autopsy of DrLina's multi-model inference cascade (Reflex, Omni, Pro, Ultra)—featuring the Context Governor, token cost optimization, and our autonomous life-safety override protocol.

Reflex MindSub-300ms edge classification & red-flag filter
Omni MindContext-aware short-term memory & circadian cues
Read Full Dispatch
Product DispatchAugust 5, 20265 min read

Inside the Desktop Medical Workspace: Multi-Document OCR Pipelines, Split-Pane Grounding & Zero-Retention Memory

An architectural deep-dive into DrLina's desktop clinical environment—processing multi-page laboratory PDFs side-by-side with real-time differential reasoning and zero-retention memory drawers.

Layout EngineMulti-column responsive CSS desktop canvas
Document ParserNative multi-page PDF & image lab OCR
Read Full Dispatch
Clinical IntelligenceJuly 28, 20265 min read

Clinical Pharmacology Engine: Cross-Referencing 10,000+ Drug Interactions & Circadian Bioavailability

How DrLina models prescription safety—pairing circadian meal schedules with deterministic contraindication cross-checks and structured missed-dose safety algorithms.

Database Coverage10,000+ prescription & OTC drug profiles
Timing ModelCircadian gastric pH & absorption synchronization
Read Full Dispatch
Product DispatchJuly 20, 20264 min read

Converting Diagnostic Reasoning into Shareable Clinical Lesson Cards: The Zero-Friction Patient Education Protocol

How DrLina distills complex physiological explanations from live health consultations into high-contrast study cards for caregivers, family members, and personal health literacy.

Card FormatHigh-contrast tactile lesson flashcards
Distillation1-Click extraction from active chat transcripts
Read Full Dispatch
Clinical IntelligenceJuly 12, 20264 min read

Longitudinal Continuity Engines: Automated Post-Op Tracking, Dressing Schedules & Triage Follow-Ups

Moving beyond passive chat—how DrLina's event-driven architecture manages automated follow-ups for wound healing stages, appointment prep, and symptom resolution.

Event EngineTime-aware physiological follow-up queue
Supported ProtocolsPost-op wound healing, acute fever, sprains, stitches
Read Full Dispatch
DrLina chat avatar

DrLina

Health companion preview

Ready to dive in?