Paul Vivek P.

Key Skills

Software

Other

Top Subject Matter

Neuropathology (digital pathology learning)

Digital histopathology

luminal breast cancer Ki-67 index

Top Data Types

Image

Top Task Types

Segmentation

Freelancer Overview

MD Pathology, St. John's Medical College (2026) MBBS Father Muller Medical College (2021). AI-training focus includes data types such as Image and labeling workflows including Segmentation, Evaluation and rating.

Labeling Experience

Neuropathology E-Learning Course (NIMHANS, April 1–April 15, 2025)

OtherImageSegmentation

During a neuropathology e-learning course, the candidate worked with digital pathology concepts relevant to organizing and interpreting annotated tissue-image data for learning purposes. The activities focused on applying visual analysis workflows that align with labeling and reviewing pathology image findings. Any annotation-like tasks were within an educational context rather than a production labeling pipeline. • Domain focus: neuropathology (digital pathology concepts) • Task type: learning/interpretation of labeled pathology images • Output format: review of tissue-image observations • Context: short e-learning module only

2025 - 2025

Dissertation: Comparison of Ki-67 Index by Manual and Automated Methods Using Digital Imaging in Luminal Breast Cancer

OtherImage

In a dissertation comparing Ki-67 index by manual and automated methods using digital imaging, the candidate supported digital image analysis that effectively involves evaluating and comparing quantified proliferation index measurements. The work required consistent interpretation of digital pathology outputs against manual counts to assess concordance. This is an applied evaluation workflow commonly aligned with validation of automated analysis results. • Target label/metric: Ki-67 proliferation index comparison (manual vs automated) • Data modality: digital histopathology imaging • Task focus: concordance/evaluation of automated results • Domain: luminal breast cancer pathology

2024 - 2025

Education

Work History