Kiker B.

Key Skills

Software

Remotasks

Other

Top Subject Matter

Mathematical reasoning

Algebra Domain Expertise

Calculus Domain Expertise

Top Data Types

Text

Top Task Types

Classification

Freelancer Overview

Mathematics & Python Specialist and AI Evaluation Contributor (Freelance). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks and Other. Education includes Master of Science, University of Alabama (2023) and Bachelor of Science, Alabama State University (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Mathematics & Python Specialist and AI Evaluation Contributor (Freelance)

RemotasksText

Performed AI response evaluation for advanced mathematical problem solving tasks, assessing correctness, logical structure, assumptions, and constraint handling. Validated computational outputs using Python numerical libraries and applied structured scoring to multi-step reasoning outputs. Provided feedback to improve reasoning consistency and alignment with mathematical best practices. • Reviewed and scored AI-generated responses across algebra, calculus, and probability domains • Checked reasoning for inconsistencies, missing assumptions, and violations of constraints • Applied structured scoring frameworks and rubrics for multi-step tasks • Used Python (NumPy, Pandas, SciPy) for computational verification and simulation

2021 - Present

Data & Quantitative Analyst, Data Annotations (Professional experience)

OtherTextClassification

Built and supported quantitative analysis workflows that included automated data processing and statistical validation. Produced structured technical documentation and analytical reports using Python-based data handling. While not explicitly labeled as annotation, the work involved preparing and validating datasets used for quantitative analysis. • Automated data processing workflows using Pandas and NumPy • Conducted numerical simulations and validated model accuracy • Developed Python analytical models for statistical analysis and optimization • Produced structured technical documentation and analytical reports

2021 - 2023

Education

Work History