Mboya A.

Key Skills

Software

Other

Mindrift

Top Subject Matter

AI evaluation

Search/Recommendation outputs

Data analysis

Top Data Types

Document

Image

Video

Top Task Types

Prompt + Response Writing (SFT)

Object Detection

Question Answering

RLHF

Transcription

Data Collection

Evaluation/Rating

Text Summarization

Text Generation

Classification

Segmentation

Freelancer Overview

Data Annotation & Data Analysis Projects (Mindrift). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Arts, Rivers State University (2023), Tech Sphere Academy (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Virtual Assistant and Writer (Fiverr)

OtherTextPrompt + Response Writing (SFT)

Provided remote data organization and written content work for clients with emphasis on accuracy, organization, and adherence to instructions. Conducted internet research and produced well-structured summaries and reports tailored to client needs, supporting information-quality requirements. Maintained accurate digital records to support ongoing client-facing deliverables. • Produced documentation, written reports, and summaries based on research outputs • Organized data and coordinated scheduling/task management activities • Delivered detail-oriented written work within deadlines and client instructions • Maintained reliability and quality service contributing to a five-star rating

2024 - Present

Data Annotation & Data Analysis Projects (Mindrift)

OtherText

Performed dataset review and organization work with a focus on accuracy, consistency, and detailed labeling requirements. Evaluated pairwise search results and AI-generated responses to identify the most relevant and helpful outputs, supporting recommendation quality improvements. Assessed product listings to ensure correct categorization aligned with structured shopping taxonomy standards. • Reviewed annotator submissions and provided structured written feedback based on observed data patterns • Checked outputs for adherence to project guidelines and formatting expectations • Supported continuous improvement by flagging mismatches and quality issues • Conducted repeated evaluations across data items to ensure consistent labeling behavior

2023 - 2025

Education

Work History