Data analysis & communication
Skin-Disease Image Classification Error Analysis
Analyzed disease-specific error patterns in an image classification model and presented recommendations for technical improvements and business decisions.
- Context
- IM Impower Co., Ltd.
- Period
- May–July 2025
- My role
- Full-Stack Developer & Data Analyst Intern
Context
Analysis of an existing skin-disease image classification model during my IM Impower internship.
Problem
Understand disease-specific error patterns and communicate findings in a form useful for technical and business decisions.
My contribution
I analyzed model error patterns and translated the findings into recommendations, presenting the analysis directly to the business owner.
Technical approach
Evaluation and error analysis of an existing classification model, with findings organized around disease-specific patterns.
Delivered result
An analysis and stakeholder presentation to inform technical improvements and business decisions.