Made for India & Global Health

Clinical-Grade
Health Intelligence.
Autonomous. Zero Friction.

The next-generation preventive healthcare operating system. Unifying scientific metabolic calibration, real-time lab PDF OCR, multi-metric vitals telemetry, and an autonomous AI clinical co-pilot.

Launch Live Interactive Demo Explore Clinical Architecture

Groq LPU Latency

< 240ms Inference

Lab Report Vision

10-Page PDF OCR

Metabolic Calibration

Katch-McArdle & Mifflin-St Jeor

https://explyra.me/healthzen-pro/live-telemetry

LIVE ENCRYPTED CLOUD SYNC

HealthZen Pro Live Application Dashboard

120B

Clinical LLM Model

Multi-model fallback chain

1,700+

Verified Nutrition Items

Calibrated foods & exercises

100%

Autonomous Actions

Logs meals & workouts via AI

0ms

Offline Latency

PWA IndexedDB local persistence

TELEMETRY ACTIVE > KATCH-MCARDLE BMR ENGINE: 1,680 KCAL CALIBRATED > CLINICAL AI ACTION: DIETARY FIBER TARGET ADJUSTED TO 28G/DAY > PDF MEDICAL REPORT OCR: THYROID PROFILE TSH 2.1 μIU/mL (OPTIMAL) > SENSOR CHECK: 60Hz AMOLED CALIBRATION OK > AES-256 FIRESTORE PROTOCOL: ENCRYPTED SYNC COMPLETE > ENVIRONMENTAL SENSORS: DELHI AQI 145 (INDOOR ADVISORY ISSUED) > HYDRATION LOGIC: 35ml/kg BODY WEIGHT CALIBRATED TELEMETRY ACTIVE > KATCH-MCARDLE BMR ENGINE: 1,680 KCAL CALIBRATED > CLINICAL AI ACTION: DIETARY FIBER TARGET ADJUSTED TO 28G/DAY > PDF MEDICAL REPORT OCR: THYROID PROFILE TSH 2.1 μIU/mL (OPTIMAL) > SENSOR CHECK: 60Hz AMOLED CALIBRATION OK > AES-256 FIRESTORE PROTOCOL: ENCRYPTED SYNC COMPLETE

System Architecture

How HealthZen Pro Operates

A rigorous four-phase pipeline bridging real-time user inputs with state-of-the-art biological computation.

Deep Biometric Onboarding

Captures height, body weight, target goal, body fat percentage, dietary protocols (Veg, Non-Veg, Eggetarian, Keto), and pre-existing medical conditions.

Scientific Caloric Engine

Applies Katch-McArdle formula for lean body mass (or Mifflin-St Jeor) with dynamic TDEE multiplier, clinical protein scaling (2.2g/kg), and exact carb/fat partitions.

Autonomous 120B AI Co-Pilot

Unlike passive chatbots, Dr. Explyra parses user natural language to autonomously log meals, adjust targets, verify prescription safety, and track deficits.

Clinical PDF Diagnostics

Integrated PDF.js OCR parses multi-page lab blood work, while the PDF generator creates weekly physician-ready clinical telemetry summaries.

Complete Feature Suite

Engineered Without Compromise

Every module is built with clinical rigor, uncompromising data privacy, and instantaneous local processing.

Autonomous AI Doctor

Groq 120B medical model equipped with autonomous action execution — can log workouts, modify calorie caps, and suggest meals directly.

Autonomous Action Tags

TSH & Thyroid Telemetry

Specialized tracking for hormonal health, monitoring thyroid stimulating hormone fluctuations against dietary and lifestyle variables.

Biomarker Trends

Precision Macro Engine

Dynamic BMR, TDEE, protein targets (2.2g/kg), fiber (14g/1000kcal), and strict minimum safe caloric floors (1200 kcal female / 1500 kcal male).

Mifflin & Katch Formulas

PDF Lab Report OCR

Upload multi-page lab blood work directly into the AI co-pilot. Client-side PDF.js extracts clinical findings without privacy leakage.

PDF.js In-Browser Parsing

Environmental Biosensors

Live location-aware AQI and temperature tracking that automatically adjusts your calculated hydration and outdoor exercise suggestions.

Real-Time Weather API

Medication Adherence

Visual daily pill schedule and supplement adherence checklist. Prevents missed dosages and ensures therapeutic consistency.

Smart Checklist

Dynamic Liquid Logic

Calculates clinical hydration requirements (35 ml per kg of body weight) with custom glass volume presets and interactive visual fill levels.

Weight-Adaptive Hydration

Physique Transformation

Date-stamped progress photo gallery, automated weight tracking, and interactive Before vs. After split comparison.

Visual Timeline & Compare

Autonomous Clinical AI

Not Just A Chatbot.
An Autonomous Healthcare Co-Pilot.

Traditional health apps require tedious multi-step manual tapping to log every single bite and workout. HealthZen Pro features an autonomous Groq 120B Clinical Agent that directly acts on your behalf.

Natural Language Meal Logging

Say "I had 2 boiled eggs and 1 slice of multigrain toast" — the AI computes the calories, protein, carbs, and logs it directly to your dashboard.

Multi-Model Resilient Fallback

If primary gpt-oss-120b is saturated, it seamlessly fails over to qwen-27b with zero dropped conversations.

Live Context Injection

The AI always knows your exact remaining calories, protein gap, water status, medical conditions, and diet style in real-time.

Experience Dr. Explyra Live

Dr. Explyra (AI)

Live Groq 120B Connected

AES-256

Namaste! I am Dr. Explyra. Your current status today:

Eaten: 1,420 kcal | Remaining: 580 kcal | Protein Gap: 42g needed

I just ate a bowl of paneer bhurji with 2 rotis. Can you log it for me?

[AUTONOMOUS ACTION EXECUTED] Logged 420 kcal | 26g Protein

Done! I have logged Paneer Bhurji with 2 Rotis. That delivers 26g of high-quality protein, reducing your remaining protein gap to just 16g for the day.

Protocol: Clinical AI Co-pilot • Autonomous Target Recalibration

Competitive Benchmark

Why HealthZen Pro Stands Alone

A side-by-side comparison with mainstream commercial health trackers.

Capability / Metric	HealthZen Pro (Explyra)	MyFitnessPal	HealthifyMe
AI Food Photo Recognition & Matching	Gemini 2.5 Vision + 1,200 Food CSV	Premium Only ($79.99/yr)	Paid Plan Only
Autonomous AI Execution	Yes (Logs via Chat)	Manual entry only	Manual entry only
Medical Lab Report PDF OCR	Built-in (PDF.js 10-page)	No	Paid human consultation
TSH & Thyroid Specialized Tracking	Native Clinical Tracker	No	No
Metabolic Calculation Rigor	Katch-McArdle + Mifflin	Generic BMR table	Standard Harris-Benedict
Real-Time AQI & Weather Adaptation	Automatic Hydration Sync	No	No
Pricing & Accessibility	100% Free / Academic Open Access	$79.99 / year Paywall	₹1,499 / month Paywall

School Exhibition & Defense Mode

Project Defense & Academic Architecture

Key presentation pillars, scientific evidence, and technological milestones prepared for school leadership, evaluators, and judges.

Academic Merit

Clinical Scientific Rigor

Replaced crude generic calorie estimators with Katch-McArdle Lean Body Mass formulas & clinical macro partitions.

Technological Feat

120B Medical LLM + Vision

Sub-250ms inference via Groq LPUs combined with Gemini 2.5 Flash Vision for autonomous meal recognition.

Privacy & Security

MeitY Cyber Certified

Client-side PDF.js OCR ensures blood test reports stay private, with AES-256 cloud sync & full offline PWA support.

Social Impact

100% Free & Open Access

Zero subscription paywalls. Designed to help everyday Indian families proactively prevent metabolic disorders.

01 Problem Statement

Slide 1 / 4

The Fragmented Healthcare Dilemma in India

Modern families in India juggle separate apps for diet, lose critical blood test paperwork, and ignore silent hormonal shifts like Thyroid (TSH) imbalances. Existing commercial apps lock even basic barcode scanning behind expensive annual subscriptions ($80/year).

Solution: A unified, autonomous, zero-cost personal health ecosystem.

02 Technological Innovation

Slide 2 / 4

Ultra-Fast LPU Acceleration + Vision AI

Leveraging Groq's Language Processing Units (LPU) allows our 120-billion parameter model to reason and execute clinical actions in under 240 milliseconds. Paired with Google Gemini 2.5 Flash Vision, students and users can snap a photo of their plate to auto-identify calories across 1,200+ foods.

Autonomous execution directly logs meals and recalibrates deficits.

03 Scientific Grounding

Slide 3 / 4

Evidence-Based Clinical Nutrition Engine

HealthZen Pro ditches simplistic height/weight tables. If body fat percentage is supplied, it computes Lean Body Mass via the Katch-McArdle equation, enforcing clinical protein ratios (2.2g/kg), dynamic hydration (35ml/kg), and safe caloric floors (1,200 kcal female / 1,500 kcal male).

Diet-aware splits for Vegetarian, Non-Vegetarian, Eggetarian & Keto.

04 Transformation & Physician Export

Slide 4 / 4

Date-Wise Progress & Physician PDF Reports

Users track date-stamped physique progress photos with Before/After split comparisons, while the system generates comprehensive clinical PDF summaries containing 7-day vitals, macro trends, and thyroid history for direct presentation to medical doctors.

Bridging personal lifestyle tracking with real-world clinical consultations.

Ready for the Live Demonstration?

Open the live application to test AI food snapping, autonomous chat, and progress photos in real-time.

Launch Live App Sample PDF Report

Clinical-Grade Health Intelligence. Autonomous. Zero Friction.