Tewodros Yalew G.

Key Skills

Software

No software listed

Top Subject Matter

Histopathology (H&E breast cancer) for AI training

Top Data Types

Image

Top Task Types

Classification

Freelancer Overview

QuPath-based manual annotation and training data generation for AI histopathology diagnosis and grading. Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include QuPath. Education includes Doctor of Philosophy, Cdt-Africa-CHS-AAU (2020) and Doctor of Philosophy, Addis Ababa University, College of Health Science (2018). AI-training focus includes data types such as Image and labeling workflows including Classification.

Labeling Experience

QuPath-based manual annotation and training data generation for AI histopathology diagnosis and grading

ImageClassification

Performed basic annotations and image analysis of histopathology slides using QuPath, including region-of-interest identification and classification. Generated training data by performing QuPath-based manual annotations on approximately 200 H&E breast cancer slides. Applied these labeled datasets to support AI model development for histopathological diagnosis and grading. • Manual annotation of histopathology slide regions • ROI identification and classification workflow • Label generation for AI training dataset • Quality/consistency support for diagnosis and grading tasks

2022 - Present

Education

Work History