Samuel F.

Key Skills

Software

Other

Top Subject Matter

Mathematics A and Physics B (tutoring/feedback)

Retail operations metrics

Pricing Domain Expertise

Top Data Types

Text

Computer Code Programming

Top Task Types

Data Collection

Freelancer Overview

Private Tutor (self-employed). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes International Baccalaureate Diploma, Viborg Katedralskole (2028) and Higher General Examination Programme (STX), Viborg Katedralskole (2028). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Private Tutor (self-employed)

OtherText

Provided structured tutoring support that functions like supervised feedback for learners, emphasizing precise correction of misunderstandings. Assessed student reasoning steps and delivered targeted structural guidance to improve solution quality. Adapted explanations to student cognitive patterns to refine correctness over time. • Reviewed student work for logical flaws and missing steps • Supplied detailed, objective feedback in clear written form • Guided revisions until the learner produced correct, well-structured solutions • Diagnosed persistent comprehension barriers and coached through them

2025 - Present

Student Assistant

OtherTextData Collection

Supported store operational management using data-driven decision-making and operational optimization. While not explicitly AI training or labeling, this role involved handling operational metrics and structured pricing/logistical data. The work contributed to turning raw operational figures into actionable outputs for business performance. • Managed and monitored store metrics for decision-making • Coordinated structural pricing and logistical execution • Used operational data to support improvements in branch profitability • Contributed to stabilizing a deficit-running branch via process optimization

2024 - 2025

Education

Work History