Annah W.

Key Skills

Software

Appen

Top Subject Matter

AI / Machine Learning – Data Annotation & Model Evaluation

Natural Language Processing – Text Categorization & Transcription

Technology – Remote AI Training & Quality Assurance

Top Data Types

Image

Video

Text

Top Task Types

Bounding Box

Polygon

Segmentation

Classification

Freelancer Overview

Annah Wanami Phone: +254 720711116 Email: [email protected] Work Experience Accounts Assistant School Production and Equipment Unit (SEPU) April 2025- April 2026 Update and maintain the sales and purchase ledgers accurately. Confirm and record payments received. Update and reconcile the cashbook regularly. Perform monthly bank reconciliations to ensure financial accuracy. Update financial data in the ERP system. Manage and follow up with creditors on outstanding balances. Handle routine administrative tasks such as filing and photocopying. Issue official receipts and invoices to clients. Assist in audit processes by retrieving and organizing required documents. Handle tax compliance documentation and assist in financial reporting. Supported fixed asset register updates and stock reconciliations to ensure accurate reporting Tax Trainee Hi-edge Consultants Ltd April 2025 Assisted in preparing tax returns for individuals, corporations, and partnerships, ensuring compliance with federal and state regulations. Compiled and entered financial data into tax software and spreadsheets with a high degree of accuracy. Researched tax codes, regulatory updates, and compliance issues under the supervision of senior tax professionals. Maintained and organized client files and supporting documentation to ensure efficient workflow and audit readiness. Supported audit preparation by gathering necessary documentation and drafting reports for internal and external review. Coordinated meeting

Labeling Experience

AI Data Annotation & Quality Assurance

TextPrompt + Response Writing (SFT)

Reviewed and evaluated AI-generated responses to image-based prompts as part of an AI training and alignment project. Tasks involved assessing prompt-response pairs containing images, selecting the best or worst responses based on defined quality criteria, and providing clear written justifications for each selection. Ensured evaluations were consistent, well-reasoned, and aligned with project guidelines to help improve AI model accuracy and response quality.

2026 - Present

Data Annotation, Transcription & Categorization

ImageBounding Box

Completed a wide range of data annotation tasks over 3+ years including text transcription, data categorization, and quality assurance checks. Maintained high accuracy rates while adhering strictly to project-specific guidelines and workflows. Contributed to multiple AI training datasets across different task types on the Remotasks platform.

2020 - 2024

Language-Based Data Evaluation & Annotation

TextText Generation

Participated in language-based data projects requiring careful evaluation and annotation of text data. Applied strong English grammar and comprehension skills to assess data quality, follow structured annotation instructions, and deliver precise outputs for natural language processing (NLP) model training.

2023 - 2023

Education

Work History