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Nerisha Singh

Nerisha Singh

Trainee/Data Labeling Specialist (Microsoft Learn AI Information Extraction Modules)

SOUTH_AFRICA flag
Pretoria, South Africa
$50.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

AI-powered Document Classification and Extraction
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

DocumentDocument
ImageImage
TextText

Top Task Types

Classification

Freelancer Overview

Trainee/Data Labeling Specialist (Microsoft Learn AI Information Extraction Modules). Brings 23+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of South Africa (2006) and Bachelor of Arts, University of South Africa (1998). AI-training focus includes data types such as Document and labeling workflows including Classification.

IntermediateEnglishHindiArabic

Labeling Experience

Trainee/Data Labeling Specialist (Microsoft Learn AI Information Extraction Modules)

DocumentClassification
Completed multiple Microsoft Learn training modules on AI-driven information extraction using Azure tools. Work focused on automated extraction and classification of data fields and key-value pairs from documents such as forms, PDFs, and scanned content. Utilized prebuilt and custom AI models for efficient annotation and classification tasks to power downstream ML systems. • Extracted structured fields and values from large batches of documents using Azure Form Recognizer and Document Intelligence. • Labeled documents and forms for entity classification and identification within enterprise data processing workflows. • Built, refined, and validated training datasets through annotation for extracting information from unstructured and semi-structured documents. • Used proprietary/internal Azure-based tools specifically tailored for data labeling and classification at scale.

Completed multiple Microsoft Learn training modules on AI-driven information extraction using Azure tools. Work focused on automated extraction and classification of data fields and key-value pairs from documents such as forms, PDFs, and scanned content. Utilized prebuilt and custom AI models for efficient annotation and classification tasks to power downstream ML systems. • Extracted structured fields and values from large batches of documents using Azure Form Recognizer and Document Intelligence. • Labeled documents and forms for entity classification and identification within enterprise data processing workflows. • Built, refined, and validated training datasets through annotation for extracting information from unstructured and semi-structured documents. • Used proprietary/internal Azure-based tools specifically tailored for data labeling and classification at scale.

Not specified

Education

F

Federal Bureau of Investigation & Carnegie Mellon University Software Engineering Institute

Certificate, Cyber Investigation

Certificate
2019 - 2019
U

University of South Africa

Bachelor of Science, Information Technology

Bachelor of Science
1995 - 2006

Work History

I

INTERPOL

Operations Assistant (Business Analyst / Software Tester)

Pretoria
2017 - 2021
S

Self-Employed

IT Consultant and Software/Web Developer

Johannesburg
2014 - 2016