Kudzai M.

Key Skills

Software

Don't disclose

Top Subject Matter

Enterprise finance

tax compliance

Audit Domain Expertise

Top Data Types

Text

Image

Document

Top Task Types

Question Answering

Function Calling

Freelancer Overview

AI Evaluation Analyst | Enterprise Finance & Retail Operations Portfolio Project at Sable Ranch Retail Business & Enterp. Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose. Education includes Master of Global Management, Thunderbird School of Global Management, Arizona State University (2025) and Bachelor of Honors Degree in Accountancy and Finance, Chinhoyi University of Technology (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Questio

Labeling Experience

AI Evaluation Analyst | Enterprise Finance & Retail Operations Portfolio Project at Sable Ranch Retail Business & Enterprise Operations

Don't discloseText

Evaluated LLM-generated outputs for enterprise finance and retail operations to verify analytical accuracy and operational reliability. Assessed outputs across FP&A, tax compliance, audit, fraud detection, and financial reporting use cases. Used structured AI validation to measure accuracy, analytical reasoning, completeness, compliance, and business usability. • Identified calculation inaccuracies, reasoning inconsistencies, and compliance gaps • Performed quality assurance on AI-driven forecasting and variance analysis • Checked for overlooked financial risk indicators • Validated usability for executive decision-making and reporting effectiveness

2026 - 2026

Human-Centred AI Persona Founders Workshop (GLC Graduate Project) | Scrum Master

Don't discloseTextQuestion Answering

Led development of a human-centered AI persona by driving user research and evaluation activities that improved conversational engagement. Mapped conversational flow and tone-of-voice characteristics to reduce robotic interactions. Conducted usability testing and behavioral analysis with target users to evaluate interaction quality and conversational performance. • Facilitated Agile workflows, sprint planning, and continuous feedback cycles • Coordinated cross-functional teams (designers, developers, product managers) • Conducted usability testing and behavioral analysis sessions • Refined persona effectiveness based on iterative feedback

2025 - 2025

Research Analyst (Freelance) | Consulting/Contract Mushonga Mutsvairo

Don't discloseTextFunction Calling

Designed AI-assisted business workflows and validated LLM-generated outputs for financial, operational, and strategic business applications. Evaluated SME financial models and credit risk scenarios using data-driven analysis to support business decisions. Performed investment research, valuation analysis, and risk modeling to inform outcomes from AI-assisted processes. • Validated LLM outputs for correctness and business logic • Assessed credit risk scenarios and operational workflows • Produced executive dashboards and KPI reporting solutions • Supported procurement/supplier cost and logistics planning analyses

2024 - 2025

Education

Work History