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M
Melanie R.

Melanie R.

Expert in AI Training for medical Related and prompt-response generation

USA flagShaftsburg, Usa

Key Skills

Software

AppenAppen
CVATCVAT
LabelboxLabelbox
RemotasksRemotasks
Scale AIScale AI
Other

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor3D Sensor
ImageImage
Medical DicomMedical Dicom

Top Task Types

Bounding BoxBounding Box
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Question AnsweringQuestion Answering
SegmentationSegmentation

Freelancer Overview

knowledgeable about AI training and data labeling, with a focus on clinical NLP, EHR tagging, and medical imaging. adept at adding annotations to clinical notes, MRI, CT, and ultrasound scans to improve AI-driven healthcare models. Specialized in AI-assisted diagnosis for women's health, prenatal care, and reproductive medicine, ensuring high-quality labeled datasets. Proficient in medical data annotation tools, quality control, and healthcare compliance.

Labeling Experience

data annotation

OtherMedical DicomMedical DicomClassificationClassificationObject DetectionObject Detection

• Labeled medical imaging datasets (ultrasounds, mammograms) for AI model training. • Annotated electronic health records (EHR) to improve clinical NLP models. • Assisted in developing AI-driven diagnostic tools for women’s health.

2020

Transcription

OtherAudioAudioSegmentationSegmentationText GenerationText Generation

Listening audio and writing down what is said in the audio. Also segmenting the text.

2024 - 2024
CVAT

Image annotation

CVATCVATImageImageBounding BoxBounding BoxPolygonPolygon

labeling every object in the provided image and fixing any that have the wrong label.

2024 - 2024
Labelbox

Multimodal

LabelboxLabelboxImageImagePrompt + Response Writing (SFT)Prompt + Response Writing (SFT)

choosing a picture and coming up with a challenging challenge that will cause the model to falter or make mistakes when producing the response and assigning a score.

2024 - 2024
Scale AI

LiDAR annotation

Scale AIScale AI3D Sensor3D SensorBounding BoxBounding BoxSegmentationSegmentation

It involve navigating and inspecting the 3D scene from a different perspectives then draw 3D boxes around the identified objects to define their spatial extent. Annotate vehicle and human in the image section.

2021 - 2022

Education

H

Harvard Medical School

Doctor of Medicine, Obstetrics & Gynecology

Doctor of Medicine
2011 - 2015
M

Michigan State University

Bachelor of Science, Biology & Chemistry

Bachelor of Science
2008 - 2012

Work History

M

Michigan Women's Health Center

OBGYN Doctor

Detroit
2018 - Present
M

Mayo Clinic

Resident Physician - OBGYN

Rochester
2015 - 2018