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Dennis Kaninu

Senior Data Extraction & AI Validation Specialist

Kenya flagNairobi, Kenya
Expert

Key Skills

Software

No software listed

Top Subject Matter

Document Processing & Business Data
AI Content Review & Digital Data Quality
Legal Services & Contract Review

Top Data Types

DocumentDocument
TextText

Top Task Types

No task types listed

Freelancer Overview

Senior Data Extraction & AI Validation Specialist. Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of Nairobi. AI-training focus includes data types such as Document and Text and labeling workflows including Evaluation and Rating.

Expert

Labeling Experience

Senior Data Extraction & AI Validation Specialist

Document
As a Senior Data Extraction & AI Validation Specialist, I reviewed and validated AI-extracted records from documents such as invoices, contracts, and emails. I confirmed, corrected, and completed data fields by comparing structured outputs to original documents. I maintained 98–99% accuracy standards while interpreting dynamic schemas and applying detailed business rules.• Validated structured data from a variety of document sources, including PDFs and scanned images • Ensured completeness, consistency, and correctness of AI-extracted fields • Applied QA measures and flagged ambiguous or incomplete data • Regularly handled high-volume, detail-intensive annotation and validation tasks

As a Senior Data Extraction & AI Validation Specialist, I reviewed and validated AI-extracted records from documents such as invoices, contracts, and emails. I confirmed, corrected, and completed data fields by comparing structured outputs to original documents. I maintained 98–99% accuracy standards while interpreting dynamic schemas and applying detailed business rules.• Validated structured data from a variety of document sources, including PDFs and scanned images • Ensured completeness, consistency, and correctness of AI-extracted fields • Applied QA measures and flagged ambiguous or incomplete data • Regularly handled high-volume, detail-intensive annotation and validation tasks

2022 - Present

AI Content Reviewer / Data Quality Analyst

Text
As an AI Content Reviewer and Data Quality Analyst, I validated structured and unstructured data for accuracy, completeness, and consistency in AI output. I improved dataset reliability and consistency by cross-referencing extracted data with source material. I ensured strict adherence to formatting rules and flagged systematic extraction errors.• Conducted rigorous fact-checking and cross-referencing between AI-generated data and source content • Enhanced dataset quality by identifying and documenting inconsistencies • Applied business rules to ensure format and content correctness • Supported structured annotation for diverse digital projects

As an AI Content Reviewer and Data Quality Analyst, I validated structured and unstructured data for accuracy, completeness, and consistency in AI output. I improved dataset reliability and consistency by cross-referencing extracted data with source material. I ensured strict adherence to formatting rules and flagged systematic extraction errors.• Conducted rigorous fact-checking and cross-referencing between AI-generated data and source content • Enhanced dataset quality by identifying and documenting inconsistencies • Applied business rules to ensure format and content correctness • Supported structured annotation for diverse digital projects

2020 - 2021

Education

U

University of Nairobi

Bachelor of Science, Computer Science

Bachelor of Science
Not specified

Work History

N

N/A

Data Quality Analyst

Nairobi
2019 - 2020