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Caroline Martin

Caroline Martin

Skilled in ML model dev, AI training, and scientific data labeling

USA flag
Raleigh, Usa
$40.00/hrIntermediateCrowdsourceData Annotation TechDeep Systems

Key Skills

Software

CrowdSourceCrowdSource
Data Annotation TechData Annotation Tech
Deep SystemsDeep Systems
OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)
Internal/Proprietary Tooling
Other

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code ProgrammingComputer Code Programming
DocumentDocument
ImageImage

Top Label Types

Classification
Computer Programming Coding
Data Collection
Evaluation Rating

Freelancer Overview

I have a strong interdisciplinary background in biology, molecular science, and software engineering, with hands-on experience in training and evaluating AI models across scientific domains. My work has included developing machine learning models such as CNNs, RNNs, and LLMs for complex datasets, as well as creating tools to automate and analyze biomedical data, including microscopy images and mass spectrometry outputs. This has given me a deep understanding of high-quality data annotation, preprocessing, and validation, especially in research and healthcare contexts. My technical skills include Python, SQL, and data visualization tools like Plotly and Tableau, as well as bioinformatics libraries such as Biopython and OpenCV. I have contributed to AI training workflows by labeling domain-specific data, fine-tuning models, and designing custom pipelines for tasks like image classification and scientific text processing. With a strong eye for data integrity and a foundation in both science and software, I bring precision and adaptability to AI training and data labeling projects.

IntermediateFrench

Labeling Experience

Mass Spectrometry Analysis

OtherComputer Code ProgrammingComputer Programming Coding
Analyzed mass spectrometry files and segmented data to develop an application to automate analysis workflow.

Analyzed mass spectrometry files and segmented data to develop an application to automate analysis workflow.

2025 - 2025

LLM Analysis

OtherComputer Code ProgrammingSegmentationComputer Programming Coding
Created an LLM model to determine the best AI model to target certain prompts.

Created an LLM model to determine the best AI model to target certain prompts.

2024 - 2024

Cellular Image Classification

OtherImageSegmentationClassification
Analyzed the impact of chemotherapy drugs on treated tumor cells to train a neural network model to predict drug toxicity.

Analyzed the impact of chemotherapy drugs on treated tumor cells to train a neural network model to predict drug toxicity.

2024 - 2024

Education

U

University of California at Berkeley

Master of Science, Molecular Science And Software Engineering

Master of Science
2023 - 2024
U

University of North Carolina at Chapel Hill

Bachelor of Science, Biology

Bachelor of Science
2021 - 2024

Work History

M

Merck, Sharp, and Dohme

Cheminformatics Consultant

Remote
2025 - 2025
R

RES LLC.

Environmental Restoration Intern

Raleigh
2023 - 2023