Mariya P.

Key Skills

Software

Scale AI

SuperAnnotate

Top Subject Matter

LLM training data for mathematics (numerical methods, linear algebra, advanced calculus)

Top Data Types

Audio

Document

Image

Text

Video

Top Task Types

Audio Recording

Classification

Data Collection

Emotion Recognition

Evaluation/Rating

Fine-tuning

Prompt + Response Writing (SFT)

Question Answering

RLHF

Segmentation

Text Generation

Text Summarization

Translation/Localization

Freelancer Overview

AI Data Trainer (LLM training/math problem-solving solutions and QA). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI. Education includes Bachelor of Engineering, Toronto Metropolitan University (2028). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Trainer (LLM training/math problem-solving solutions and QA)

Scale AI

As an AI Data Trainer at Scale AI, you developed and authored step-by-step mathematical solutions to support LLM training for topics such as numerical methods, linear algebra, and advanced calculus. You evaluated and debugged Python code used for computational problem-solving to ensure efficiency and execution accuracy. You performed quality assurance reviews on model outputs, identifying mathematical and logical errors and deviations from project guidelines. • Created high-quality solution traces suitable for training examples • Debugged Python implementations related to math/computation tasks • Audited outputs against specifications and project rules • Reported and corrected discrepancies in model behavior or reasoning

2024 - Present

Education

Work History