Nicholas Amitrano

Key Skills

Software

Appen

Axiom AI

Clickworker

CloudFactory

CVAT

Data Annotation Tech

Doccano

Google Cloud Vertex AI

Labelbox

Label Studio

Mighty AI

OneForma

Scale AI

Telus

V7 Labs

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Document

Medical Dicom

Top Task Types

Classification

Computer Programming Coding

Data Collection

Diagnosis

Prompt Response Writing SFT

Freelancer Overview

I've contributed to LLM projects for several global clients via various platforms. Projects include data related to human psychology, physics, chemistry, biology, and advanced mathematics. I work quickly and according to job instructions.

Labeling Experience

HIPAA-Compliant Medical Data Sets

Label StudioAudioClassificationDiagnosis

Performed several data annotation-related jobs for a Chicagoland-based hospital system needing data annotation for recordings of aphasic speech. Recordings and labeled data were used to help identify presenting types of aphasia.

Performed several data annotation-related jobs for a Chicagoland-based hospital system needing data annotation for recordings of aphasic speech. Recordings and labeled data were used to help identify presenting types of aphasia.

2024 - 2024

Labelbox; Various Projects

LabelboxImageBounding BoxSegmentation

I worked on projects spanning healthcare, geospatial data, consumer products, and autonomous systems. I applied task-specific labeling guidelines to ensure precision and consistency across thousands of annotations. I participated in quality assurance rounds to audit and refine labeled datasets for maximum machine learning effectiveness. I also optimized annotation workflows by flagging unclear guidelines and proposing schema improvements to project managers.

I worked on projects spanning healthcare, geospatial data, consumer products, and autonomous systems. I applied task-specific labeling guidelines to ensure precision and consistency across thousands of annotations. I participated in quality assurance rounds to audit and refine labeled datasets for maximum machine learning effectiveness. I also optimized annotation workflows by flagging unclear guidelines and proposing schema improvements to project managers.

2021 - 2024

Doccano; Various Projects

DoccanoTextRelationshipClassification

During these projects, I annotated complex datasets to support natural language processing (NLP) model training, including medical, legal, and technical text corpora. I ensured high annotation consistency and followed project-specific schema for tagging entities, relationships, and categories. I conducted quality reviews and corrections to optimize data quality for downstream machine learning applications. I also delivered annotated datasets on deadline while maintaining high standards of accuracy and attention to linguistic detail.

During these projects, I annotated complex datasets to support natural language processing (NLP) model training, including medical, legal, and technical text corpora. I ensured high annotation consistency and followed project-specific schema for tagging entities, relationships, and categories. I conducted quality reviews and corrections to optimize data quality for downstream machine learning applications. I also delivered annotated datasets on deadline while maintaining high standards of accuracy and attention to linguistic detail.

2021 - 2024

Scale AI; Various Projects

Scale AITextClassificationText Generation

I have experience using Scale AI's internal labeling tools for structured data annotation projects, where I applied detailed guidelines for labeling text, images, and structured datasets.

I have experience using Scale AI's internal labeling tools for structured data annotation projects, where I applied detailed guidelines for labeling text, images, and structured datasets.

2021 - 2024

HIPAA-Compliant Medical Data Sets

DoccanoMedical DicomClassificationDiagnosis

Used de-identified PHI to conduct neuropsychological research at various hospitals in the Chicagoland area, including UChicago Medical Center and Rush University Medical Center.

Used de-identified PHI to conduct neuropsychological research at various hospitals in the Chicagoland area, including UChicago Medical Center and Rush University Medical Center.

2021 - 2023

Education

Work History