Arnold M.

Key Skills

Software

Don't disclose

Top Subject Matter

Ice hockey player performance analysis and coaching

Ice skating instruction and learner skill assessment

Top Data Types

Video

Text

Top Task Types

Data Collection

Freelancer Overview

Assistant Ice Hockey Coach, Kenya Ice Lions (video analysis and player evaluation). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Science, University of Nairobi (2026) and Ice Hockey Coach 1 Certification, Hockey Canada (2022). AI-training focus includes data types such as Video and Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Assistant Ice Hockey Coach, Kenya Ice Lions (video analysis and player evaluation)

Don't discloseVideo

Created team video analysis sessions to help players identify performance issues and areas for improvement on the ice. Provided structured feedback and evaluations based on viewed footage to guide training focus and player safety. The work functioned as performance review and qualitative assessment using team video data. • Organized review sessions using recorded game/training footage • Assisted players in recognizing mistakes and technique gaps • Conducted feedback loops with coach collaboration • Supported player improvement and safety through ratings/assessments

2020 - Present

Ice Skating Instructor, Panari Sky Centre (student evaluation and grouping)

Don't discloseTextData Collection

Supported skating instruction by evaluating students to place them into appropriate skill classes. Used observational assessments and instructional notes to classify learner level and tailor practice sessions accordingly. This involved consistent data gathering on learner capabilities to inform grouping and coaching decisions. • Assessed students’ skill levels during sessions • Matched learners to appropriate classes or groups • Provided coaching feedback aligned to observed performance • Helped run organized practice sessions based on assessment results

2022 - 2022

Education

Work History