Osman K.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

Public-health risk detection

prediabetes prediction using NHANES data

ML research evaluation

Top Data Types

Text

Top Task Types

Question Answering

Freelancer Overview

Student Researcher, George Mason University Health Services Mentorship Program (Prediabetes Detection with NHANES + ML). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes High School Diploma, Lubbock Cooper High School (2026) and Bachelor of Science, Texas Tech University (2030). AI-training focus includes data types such as Medical, DICOM, and Computer Code and labeling workflows including Evaluation, Rating, and Computer Programming.

Labeling Experience

SAT Math Tutor, Schoolhouse.com

OtherTextQuestion Answering

Provided SAT math tutoring by transforming multi-step problems into clear reasoning chains and diagnosing where incorrect approaches failed. Practiced step-by-step error diagnosis by locating the exact point where a student’s calculation or argument diverged. Delivered explanations and rationales aimed at improving both technical correctness and the clarity of student reasoning. • Diagnosed student errors by tracing solutions step-by-step. • Explained why incorrect methods failed using quantitative reasoning. • Rebuilt problem-solving into clearer, logically connected chains. • Provided rationales suitable for both technical and nontechnical understanding.

2024

Captain of Programming and Research Mentor, Kasif Maker Robotics Workshop

Other

Mentored students in programming logic and debugging during robotics research projects by reviewing student reasoning and troubleshooting approaches. Translated project goals into testable steps and documented decisions to support consistent experimentation and evaluation. Provided guidance that functioned as a coaching and evaluation loop for learners’ solution development. • Reviewed student reasoning during troubleshooting to identify gaps in logic. • Helped translate robotics project goals into measurable, testable steps. • Guided debugging practices and research-method planning. • Documented decisions and supported technical project development.

2024

Student Researcher, George Mason University Health Services Mentorship Program (Prediabetes Detection with NHANES + ML)

Don't disclose

Evaluated and assessed machine-learning approaches for prediabetes detection using NHANES-derived public-health variables. Focused on evidence-based interpretation by reviewing source quality, limitations, and the health-science relevance of findings. Produced clear summaries connecting data quality considerations to model-based risk prediction. • Reviewed academic literature and summarized findings in evidence-based language. • Interpreted NHANES variables to support risk prediction for prediabetes detection. • Assessed data quality and study limitations during research synthesis. • Communicated results with clear, quantitative multi-step reasoning rationales.

2024

Education

Work History