Milka C.

Key Skills

Software

Don't disclose

Top Subject Matter

AI language model response evaluation and training (LLM)

Top Data Types

Text

Top Task Types

Tracking

Freelancer Overview

AI Training Contributor (AI response evaluation and feedback). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor of Commerce, Kenyatta University (2018) and CPA, Part 1, Brightstar Institute (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Tracking.

Labeling Experience

AI Training Contributor (AI response evaluation and feedback)

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Evaluated AI-generated responses to assess factual accuracy, logical reasoning, tone, safety, and adherence to user instructions. Provided structured, rubric-based feedback to improve response quality, clarity, and contextual alignment. Identified and flagged ambiguous outputs and incomplete reasoning, and generated high-quality prompts and reference responses to guide model learning. • Assessed quality dimensions including accuracy, reasoning quality, tone, safety, and instruction-following • Delivered rubric-driven critiques to support iterative improvements • Flagged ambiguity and gaps in reasoning for corrective refinement • Produced prompts and reference answers for training guidance

2024 - Present

Virtual Assistant - Freelance Content Writer & Editor

Tracking

Provided virtual assistance services focused on accurate data handling and organized record keeping. Maintained clean, structured datasets using spreadsheet tools and ensured reliable file management for easy retrieval. Coordinated administrative tasks by managing email communication and tracking project progress against deadlines. • Performed data entry and maintained structured datasets in Excel/Google Sheets • Organized, labeled, and managed digital files for consistency and traceability • Managed client inboxes by categorizing messages and responding professionally • Supported project coordination by tracking tasks, deadlines, and progress using Trello

2018 - 2021

Education

Work History