Infant Care Intelligence — Powered by AI

AmberisAI

Decode every cry. Detect every symptom. Give every parent the confidence they deserve. Real-time AI analysis built for the most important job in the world.

92%
Detection Accuracy
5
Cry Conditions
<3s
Analysis Time
24/7
Always On
HUNGER DETECTION  ·  DISCOMFORT ANALYSIS  ·  BELLY PAIN RECOGNITION  ·  TIREDNESS DETECTION  ·  BURPING SIGNALS  ·  RASH DETECTION  ·  JAUNDICE SCREENING  ·  REAL-TIME WAVEFORM  ·  HUNGER DETECTION  ·  DISCOMFORT ANALYSIS  ·  BELLY PAIN RECOGNITION  ·  TIREDNESS DETECTION  ·  BURPING SIGNALS  ·  RASH DETECTION  ·  JAUNDICE SCREENING  ·  REAL-TIME WAVEFORM  · 
What We Offer
Every Tool
Parents Need
🎤
Cry Analysis
Upload or record your baby's cry. Our ensemble AI model (Random Forest + XGBoost) classifies hunger, discomfort, belly pain, tiredness, and burping with 92% accuracy in under 3 seconds.
📷
Skin Detection
Snap or upload a photo of your baby's skin. Our Keras deep learning model detects rashes, jaundice, and normal skin — giving you instant visual confidence scores.
📊
Rich Analytics
Every analysis generates detailed probability breakdowns, confidence gauges, waveform visualizations, and session timelines — so you always know exactly what's happening.
💬
Nurse Amber Chat
Ask Nurse Amber anything. Get personalized, context-aware guidance based on your baby's latest analysis. Supports voice input for hands-free help.
📈
Trend Tracking
Weekly cry pattern charts, condition breakdowns, and session timelines help you spot trends — so you can proactively care for your baby before issues escalate.
🔐
Secure Profiles
Full parent authentication with secure baby profiles. Store DOB, weight, blood group, allergies, and medical notes. All past analyses saved and accessible on every login.
Cry Conditions Detected
5 Conditions.
1 Analysis.
🍼
HungerMost Common
😣
Discomfort2nd Most Common
🤕
Belly PainHigh Intensity
😴
TiredLow Energy
💨
BurpingPost-Feed
🔴
RashSkin Analysis
How It Works
Simple.
Powerful.
01
Create Account
Register as a parent with your email and password. Your account securely stores all your baby data and session history.
02
Add Baby Profile
Enter your baby's name, DOB, weight, blood group, allergies, and medical notes. Add multiple babies to one account.
03
Record or Upload
Use the live mic to record a cry in real-time, or upload a .wav/.mp3. For skin analysis, snap a photo or upload an image.
04
AI Analyzes
Our ensemble model extracts 154-dimensional audio features and runs them through Random Forest and XGBoost classifiers.
05
Ask Nurse Amber
Chat with Nurse Amber for detailed, context-aware care guidance based on your baby's specific analysis and full history.
About Us
Our Mission
"Every cry is a message. We built the translator."
— Team AmberisAI

What We Built
AmberisAI is an AI-powered infant care platform combining audio cry classification with skin symptom detection to give parents real-time, empathetic guidance.

The Problem
New parents face immense anxiety when their baby cries and they don't know why. Medical consultations aren't always available. Guesswork leads to stress. We built AmberisAI to change that.

The Technology
We use an ensemble of Random Forest and XGBoost models trained on infant cry datasets, extracting 154-dimensional MFCC and spectral features. For skin detection, we use a MobileNet-based Keras model trained via Google Teachable Machine.

Built For
Parents. Caregivers. NICU nurses. Anyone who cares for an infant and wants intelligent, instant, reliable guidance at 3am.

Technology
Built With
The Best.
Python
Flask
Random Forest
XGBoost
Keras / TF
Librosa
MFCC Features
MobileNet
SQLite
Groq API
Llama 3.3 70B
Web Audio API
MediaRecorder
Chart.js
PWA
Web Speech API
AmberisAI
Decode every cry. Detect every symptom. Empower every parent. AI-powered infant care intelligence available 24/7.
Welcome Back
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AmberisAI
Join thousands of parents using AI to better understand and care for their babies.
Create Account
Start your infant care journey
or
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Step 2 of 2 — Baby Profile
Tell Us About
Your Baby
45 days
🍼
BABY
— DAYS
—/100
HEALTH
Cry Analysis
🎤
Drop Audio File
.WAV or .MP3
Live Waveform
Analyzing cry...0%
Skin Analysis
📷
Drop Skin Image
.JPG or .PNG
● LIVE
Analyzing image...0%
Nurse Amber
Hello! I'm Nurse Amber 👶 I'm ready to help! Ask me anything about your baby.
No sessions yet.
Run an analysis to get started.
BABY PATTERNS
Analysing session data...
—
Total Sessions
—
Most Common Cry
—
Peak Cry Hour
—
Avg Confidence
—
Days Tracked
—
This Week vs Last
CONDITION FREQUENCY OVER TIME
How often each cry type appears per week
CONDITION SPLIT
All time breakdown
CRY TIME-OF-DAY HEATMAP
When does this baby cry most? (rows = conditions, cols = hours)
HOURLY CRY DISTRIBUTION
Total cry events by hour of day
DAY OF WEEK
Which days are hardest
DETECTION CONFIDENCE OVER TIME
Higher = clearer cry signals (baby's patterns maturing)
WEEKLY CRY COUNT TREND
Total sessions per week — improving or worsening?
SESSION GAPS
Hours between cry episodes
SKIN vs CRY CORRELATION
Do skin issues coincide with increased crying?
🔍 PATTERN INSIGHTS
Auto-detected patterns from session history
Baby Profile
—
Parent Account