Vamsi V.

Key Skills

Software

Other

Top Subject Matter

Medical imaging / Clinical datasets (radiology)

Medical AI / Clinical dataset annotation

Top Data Types

Image

Medical Dicom

Video

Top Task Types

Data Collection

Classification

Segmentation

RLHF

Evaluation/Rating

Prompt + Response Writing (SFT)

Freelancer Overview

Outlier data annotator, assessor and AI model training (medical AI). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and MONAI. Education includes Doctor of Medicine in Radiology, Sri Devraj Urs Medical College (2025) and Bachelor of Medicine and Bachelor of Surgery, Great Eastern Medical School and Hospital (2021). AI-training focus includes data types such as Medical and DICOM and labeling workflows including Data Collection and Classification.

Labeling Experience

MONAI + NVIDIA NIM interactive annotation workflow exploration

Classification

You explored medical AI development to implement advanced interactive annotation workflows for clinical datasets. Your work involved using frameworks and services suitable for medical imaging annotation pipelines. The goal was to enable more effective labeling for clinical AI applications. • Used MONAI to support medical AI development for annotation workflows. • Leveraged NVIDIA NIM microservices to build or integrate labeling workflows. • Designed interactive annotation workflows for clinical datasets. • Prepared labeled data intended for model development and training.

2026 - Present

Outlier data annotator, assessor and AI model training (medical AI)

OtherData Collection

You worked on Outlier as a data annotator and assessor to support AI model training and evaluation. You explored medical AI development and interactive annotation workflows for clinical datasets. Your activities focused on preparing and refining labeled data for downstream AI use. • Annotated and assessed training data within the Outlier platform. • Supported AI model training workflows via data labeling outputs. • Implemented or evaluated interactive annotation workflows for clinical datasets. • Used medical imaging context consistent with clinical annotation tasks.

2026 - Present

Education

Work History