Janadi K.

Key Skills

Software

Other

Top Subject Matter

Medicine / Healthcare

Medical Education / E-Learning

Life Sciences / Clinical Research

Top Data Types

Video

Text

Top Task Types

Mapping

Data Collection

Freelancer Overview

I developed an AI-powered predictive tool over a year, using patient data from two countries. I taught myself programming, created the software, and trained the AI model with the data I provided.

Labeling Experience

First Author — AI-Based Predictive Tool for EASI Scoring and Atopic Dermatitis Flare-Up Detection

OtherData Collection

You developed an AI-based predictive tool for EASI scoring and atopic dermatitis flare-up detection using machine learning markers. The work required assembling and using clinical data to estimate scoring and detect flare-ups. Your role indicates data preparation and training-related work for an ML model in dermatology. • Built a machine learning approach using ERC and ELR markers to estimate EASI. • Used markers to detect atopic dermatitis flare-ups. • Designed the model for proactive dermatologic care support. • Presented findings as a visual abstract at a symposium.

2025 - Present

Education

Work History