🧬 AI-Powered Metabolic Simulation Engine

Run AI-powered simulations to predict how sleep, diet, stress, and physical activity influence your risk of PCOS, Type 2 Diabetes, insulin resistance, and metabolic imbalance.

Designed for PCOS, Thyroid Dysfunction, Type 2 Diabetes & Insulin Resistance Monitoring

Run My Hormone Simulation Explore How It Works

Lifestyle Simulation Output • Based on Profile Inputs

Overall Risk Score

0.0

⚠ MEDIUM

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Metabolic

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Insulin Res.

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Sleep Score

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Diabetes Risk Elevated — Blood Sugar: 210 mg/dL

Immediate Lifestyle Intervention Recommended

Live Simulation
AI Model Running
🐍 Interactive Health Game

Can You Eat Healthy?

Play Healthy Snake — guide your snake to eat nutritious foods, avoid junk food, and survive.

🎮 How to Play

  • 1 Select your gender and character body type
  • 2 Use Arrow keys or WASD to move
  • 3 Eat healthy food to grow your snake
  • ✗ Avoid junk food — 3 strikes and you're out!

🧠 Did You Know?

  • ▸ Processed food can spike insulin levels by up to 300%
  • ▸ A balanced diet reduces PCOS symptoms by 40%
  • ▸ Leafy greens boost thyroid function naturally
  • ▸ Regular healthy eating lowers metabolic syndrome risk by 50%

Swipe to move on mobile • 3 junk food strikes = death

🧠 AI-Powered Health Intelligence

Core Simulation Capabilities of HormoneLens

Advanced AI-driven metabolic modeling designed to predict lifestyle-induced hormonal and diabetes risk outcomes.

🛎️

Lifestyle Data Integration

Aggregates sleep patterns, dietary inputs, physical activity, and stress indicators for personalized simulation modeling.

🧬

Metabolic Digital Twin

Constructs a real-time physiological model of insulin sensitivity and glucose metabolism.

📈

Behavioral Impact Simulation

Evaluates how daily lifestyle changes influence endocrine and metabolic health parameters.

🔬

PCOS & Diabetes Risk Analysis

Forecasts insulin resistance progression and Type 2 Diabetes probability through hormonal response mapping.

🧠

AI Risk Assessment Engine

Translates simulated metabolic outcomes into clinically relevant health risk levels.

🔔

Adaptive Health Alerts

Delivers predictive alerts when simulated health indicators enter elevated risk zones.

🧬 AI Hormone Simulation

Activate Your Personalized Hormone Simulation

Create your HormoneLens account to simulate how lifestyle patterns impact your risk of PCOS, Insulin Resistance, and Type 2 Diabetes.

Create Simulation Profile
Create Your Personalized Simulation
🔬 Clinical Risk Parameter Mapping

Dynamic Health Condition Tracking

Extensible to any number of conditions — each with custom fields, validation rules, and risk scoring.

🩸

Type-2 Diabetes

11 tracked fields

Average Blood Sugar (mg/dL) Family History of Diabetes Frequent Urination Excessive Thirst
HbA1c Level Fasting Plasma Glucose Postprandial Glucose BMI Insulin Sensitivity Index Daily Carbohydrate Intake Waist–Hip Ratio Blood Pressure Lipid Profile Family History
🧬

PCOD / PCOS

12 tracked fields

Menstrual Cycle Regularity Average Cycle Length (days) Excess Facial/Body Hair (Hirsutism) Acne / Oily Skin
Menstrual Irregularity Hirsutism Score Serum Testosterone LH/FSH Ratio Ovulation Frequency Weight Gain Pattern Insulin Resistance Acne Severity Sleep Duration Hair Loss
🦋

Thyroid Disorders

11 tracked fields

TSH Level (mIU/L) T4 Level (µg/dL) Type of Thyroid Condition Currently on Thyroid Medication
TSH Level Free T3 Free T4 Thyroid Antibodies Medication Status Fatigue Level Cold Sensitivity Heart Rate Weight Fluctuation Metabolic Rate
⚖️

Metabolic Syndrome

9 tracked fields

Waist Circumference (cm) Fasting Blood Sugar (mg/dL) Systolic Blood Pressure (mmHg) Diastolic Blood Pressure (mmHg)
Waist Circumference HDL Cholesterol LDL Cholesterol Triglycerides Blood Pressure Fasting Glucose Insulin Level BMI Sleep Duration Dietary Fat Intake
♻️ Continuous AI Simulation Cycle

How It Works

See Your Health Before You Live It!

01

Create Profile

Weight, sleep, stress & activity.

02

Add Disease Data

Blood sugar, hormones & symptoms.

03

Generate Digital Twin

6 health scores with risk category.

04

Simulate Lifestyle Impact

What-if food, sleep & stress scenarios.

☁️ Enterprise AWS Cloud Infrastructure

Built on the Cloud That Powers the World

HormoneLens AI is proudly powered by Amazon Web Services — the world's most trusted cloud. Every simulation, every AI inference, every data point runs on battle-tested AWS infrastructure designed for healthcare-grade reliability and scale.

🤖

Amazon Bedrock

Core AI Engine

Powers the heart of HormoneLens — AI-driven hormone simulations, RAG-based health Q&A, and intelligent risk predictions via foundation models including Claude & Titan.

Claude Models RAG Knowledge Base AI Inference
⚡

Amazon EC2

Compute Layer

Scalable virtual compute instances run the Laravel application server, processing thousands of metabolic simulations with low-latency response times.

Auto Scaling High Availability Load Balanced
🗄️

Amazon RDS

Managed Database

Fully managed MySQL database stores health profiles, simulation history, and digital twin data with automated backups and multi-AZ failover.

Multi-AZ Auto Backups Encryption
📦

Amazon S3

Object Storage

Stores the RAG knowledge base documents, medical research embeddings, and simulation reports with 99.999999999% durability.

RAG Documents 11 Nines Durability Versioned
✨

Amazon Nova Pro

Multimodal AI Model

Powers advanced hormone simulation reasoning and health Q&A via Amazon Bedrock — delivering fast, accurate, multimodal AI inference for complex metabolic predictions.

Text & Vision Low Latency Bedrock Native
🔐

AWS IAM & Security

Zero-Trust Security

Fine-grained IAM roles, encrypted health data in transit and at rest, VPC isolation, and security groups ensuring HIPAA-aligned data protection.

IAM Roles VPC Isolation KMS Encryption

Powered by

Amazon Web Services

AI for Bharat Hackathon

🚀

Deployed via

Cloudpanzer

One-click GitHub Deployments

Proudly built for the AI for Bharat hackathon in partnership with AWS — democratizing AI-driven preventive healthcare for India and beyond.

The People Behind It

Meet the Team

A passionate group of engineers and innovators building AI-powered preventive healthcare for the world.

Ravdeep Singh

Ravdeep Singh

Team Leader

Founder of UBXTY Unboxing Technology and a software engineer with 10+ years of experience in web, mobile, and cloud development. Leads the vision, planning, and technical implementation with deep expertise in Laravel, Flutter, and scalable product architecture.

LinkedIn
Jinia Chhabra

Jinia Chhabra

Development & Documentation

Intern at UBXTY Unboxing Technology. Contributes to development, documentation, media preparation, and presentation design — bridging the gap between technical ideas and clear communication.

LinkedIn
Vansh Sethi

Sahil Sethi

Testing & Quality Assurance

Intern at UBXTY Unboxing Technology . Focuses on testing and quality assurance to ensure the platform works smoothly and delivers a reliable, bug-free user experience.

LinkedIn