Natasha P.

Key Skills

Software

AWS SageMaker

Appen

Argilla

Doccano

Encord

Google Cloud Vertex AI

Labelbox

Micro1

Mighty AI

Scale AI

Sloth

Internal/Proprietary Tooling

Top Subject Matter

AI-Enabled Workflow Automation and Operations

Operational Transformation

Programme & Project Management

Top Data Types

Text

Image

Document

Top Task Types

Text Summarization

Bounding Box

Polygon

Segmentation

Classification

Object Detection

Text Generation

Question Answering

Fine-tuning

Transcription

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

Experienced in AI-assisted operations, structured data review, content evaluation and workflow optimisation across programme delivery, reporting and operational systems environments. Have worked extensively with large volumes of structured and unstructured information, applying high attention to detail, consistency standards and analytical judgement across reporting frameworks, operational documentation, CRM systems and quality assurance processes. Through Impactra consulting and programme operations work, regularly use generative AI tools to support data categorisation, document synthesis, workflow structuring, content refinement, process mapping and operational knowledge management. Alongside operational leadership experience, have completed AI training and evaluation work involving prompt assessment, response analysis, quality scoring, adherence checking and comparative evaluation across AI-generated outputs. Strong ability to identify inconsistencies, assess clarity and structure, follow detailed evaluation guidelines and maintain accuracy under high-volume review environments. Brings a combination of systems thinking, operational discipline and communication analysis that supports reliable training data evaluation and human feedback workflows.

Labeling Experience

Founder & Strategic Project Management, Impactra

TextText Summarization

Led design and implementation of AI-enabled operational and knowledge management systems utilizing generative AI to accelerate business workflows. Created AI-assisted reporting, content synthesis, and proposal development processes to improve organizational consistency. Supported operational transformation initiatives by translating high-level goals into structured, AI-driven delivery frameworks. • Designed and implemented AI-supported documentation and knowledge management frameworks. • Adopted generative AI tools for executive reporting, meeting synthesis, and content acceleration. • Led onboarding and SOP development using AI-assisted process documentation. • Facilitated AI integration across process mapping, workflow automation, and stakeholder communications.

2020 - Present

Education

Work History