For employers

Hire this AI Trainer

Sign in or create an account to invite AI Trainers to your job.

LoginCreate account
Invite to Job
Fidelis Muia

Fidelis Muia

Senior Accountant – Data Structuring for AI Automation and Validation

KENYA flag
Nairobi, Kenya
$10.00/hrExpertMercor

Key Skills

Software

MercorMercor

Top Subject Matter

AI-driven financial automation and ERP system data
AI-enabled data labelling and data annotation
AI-driven financial forecasting and audit automation

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Classification
Segmentation
Text Generation
Text Summarization
Question Answering
Transcription
Evaluation Rating
Bounding Box

Freelancer Overview

Senior Accountant – Data Structuring for AI Automation and Validation. Core strengths include Internal and Proprietary Tooling. AI-training focus includes data types such as Document and labeling workflows including Classification.

ExpertSwahiliEnglish

Labeling Experience

Senior Accountant – Data Structuring for AI Automation and Validation

DocumentClassification
Designed schema maps and structured payroll data to align ERP processes with AI automation, ensuring financial datasets were properly labeled for model training and compliance. Validated AI outputs for accounts receivable/accounts payable workflows, reporting any detected bugs and inconsistencies to improve the effectiveness of automated systems. Supported the integration of project financing data for cross-functional AI-driven collaboration. • Built and maintained schema maps for ERP-to-AI alignment. • Labeled and curated payroll datasets for compliance and automation. • Conducted manual validation and bug reporting on AI workflow outputs. • Facilitated cross-departmental collaboration on AI data projects.

Designed schema maps and structured payroll data to align ERP processes with AI automation, ensuring financial datasets were properly labeled for model training and compliance. Validated AI outputs for accounts receivable/accounts payable workflows, reporting any detected bugs and inconsistencies to improve the effectiveness of automated systems. Supported the integration of project financing data for cross-functional AI-driven collaboration. • Built and maintained schema maps for ERP-to-AI alignment. • Labeled and curated payroll datasets for compliance and automation. • Conducted manual validation and bug reporting on AI workflow outputs. • Facilitated cross-departmental collaboration on AI data projects.

2023 - Present

Accountant – Data Labeling and AI Output Validation

DocumentClassification
Masked, labeled, and securely integrated sensitive financial data into AI-enabled accounting systems for automation and reporting. Validated AI-generated outputs in AR/AP workflows and ensured regulatory compliance through labeling tasks. Embedded compliance-focused metadata within product visuals using relevant financial datasets. • Labeled financial datasets for AI system integration. • Classified sensitive data to ensure privacy and compliance standards. • Embedded metadata corresponding to regulatory requirements in images. • Validated AI system outputs for accuracy and compliance.

Masked, labeled, and securely integrated sensitive financial data into AI-enabled accounting systems for automation and reporting. Validated AI-generated outputs in AR/AP workflows and ensured regulatory compliance through labeling tasks. Embedded compliance-focused metadata within product visuals using relevant financial datasets. • Labeled financial datasets for AI system integration. • Classified sensitive data to ensure privacy and compliance standards. • Embedded metadata corresponding to regulatory requirements in images. • Validated AI system outputs for accuracy and compliance.

2019 - 2023

Accounts Assistant – Financial Data Labeling for AI Forecasting

DocumentClassification
Prepared, labeled, and used structured datasets for AI-driven forecasting, variance analysis, and automated audit checks within financial systems. Applied labeled financial data to support compliance in routine audit and reporting workflows. Bridged accounting processes with design and visual compliance by ensuring properly labeled data flows. • Prepared financial documents and labeled for AI tasks. • Used labeled data to drive automated forecasting and variance analysis. • Supported audits through data annotation and structured reporting. • Facilitated compliance tracking via structured dataset preparation.

Prepared, labeled, and used structured datasets for AI-driven forecasting, variance analysis, and automated audit checks within financial systems. Applied labeled financial data to support compliance in routine audit and reporting workflows. Bridged accounting processes with design and visual compliance by ensuring properly labeled data flows. • Prepared financial documents and labeled for AI tasks. • Used labeled data to drive automated forecasting and variance analysis. • Supported audits through data annotation and structured reporting. • Facilitated compliance tracking via structured dataset preparation.

2016 - 2019

Education

K

KCA University

Certified Public Accountant, Accounting

Certified Public Accountant
2013 - 2016
K

KCA University

Bachelor of Commerce, Accounting

Bachelor of Commerce
2013 - 2016

Work History

L

Linkage Africa Limited

Senior Acccountant

Nairobi
2023 - Present
L

Linkage Africa Limited

Senior Accountant

Nairobi
2023 - Present