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Edwin Maina

AI Training Q&A Pair Generation from SQL Outputs

Kenya flagNairobi, Kenya
$45.00/hrIntermediateScale AILabelbox

Key Skills

Software

Scale AIScale AI
LabelboxLabelbox

Top Subject Matter

Business Data (E-Commerce and Education Platforms)

Top Data Types

TextText

Top Task Types

Question AnsweringQuestion Answering

Freelancer Overview

AI Training Q&A Pair Generation from SQL Outputs. Brings 4+ 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, KCA University (2024). AI-training focus includes data types such as Text and labeling workflows including Question Answering.

IntermediateEnglishSwahili

Labeling Experience

AI Training Q&A Pair Generation from SQL Outputs

TextQuestion Answering
Generated contextually accurate Q&A pairs based on SQL query outputs as part of independent projects. Ensured logical alignment between queries, data results, and structured explanations intended for AI training. Maintained consistent quality and validation of output for simulated user interactions. • Designed Q&A pairs reflecting real-world business logic • Graded and validated data consistency in textual outputs • Simulated user question and answer interactions for AI training • Interpreted, cleaned, and documented structured data results

Generated contextually accurate Q&A pairs based on SQL query outputs as part of independent projects. Ensured logical alignment between queries, data results, and structured explanations intended for AI training. Maintained consistent quality and validation of output for simulated user interactions. • Designed Q&A pairs reflecting real-world business logic • Graded and validated data consistency in textual outputs • Simulated user question and answer interactions for AI training • Interpreted, cleaned, and documented structured data results

Present

Education

K

KCA University

Bachelor of Science, Information Security and Forensics

Bachelor of Science
2024

Work History

I

Independent Projects

Database Developer

Nairobi
2023 - Present