Pavlo M.

Key Skills

Software

Other

Top Subject Matter

Mathematical modeling of physical processes

robotics and integrated mechanical engineering technologies

Higher education program accreditation documentation

Top Data Types

Document

Text

Top Task Types

No task types listed

Freelancer Overview

Assistant Professor — Leveraged LLMs to generate/validate/refine MATLAB modeling code (09/2023 to Present). Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other, N, and A. Education includes Doctor of Philosophy, Lviv Polytechnic National University (2024). AI-training focus includes data types such as Computer Code, Programming, and Document and labeling workflows including Computer Programming, Coding, and Evaluation.

Labeling Experience

Executive Secretary — Technical support for journal publishing (02/2025 to Present)

OtherDocument

Served as Executive Secretary for a mechanical engineering and materials science journal, providing technical support related to the publishing process and the journal’s website. This included structured review and quality-oriented handling of publication materials and logistics. The work supported the production and dissemination of technical content rather than model training. • Provided technical support for publishing operations • Improved journal website functionality/content presentation • Supported orderly handling of publication process requirements • Contributed to quality-oriented publishing workflow maintenance

2025 - Present

Assistant Professor — Leveraged LLMs to generate/validate/refine MATLAB modeling code (09/2023 to Present)

Other

Served as Assistant Professor, using LLM-based workflows to generate, validate, and refine MATLAB code for mathematical modeling of complex physical processes. Focused on quality assessment of AI-generated outputs by applying technical reasoning and structured evaluation to improve correctness and performance. Worked within course and research contexts to translate modeling requirements into executable code with human oversight. • Used AI tools (LLMs) to draft MATLAB code for modeling tasks • Validated and iteratively refined AI-generated code outputs • Evaluated technical drawings and related documentation to support modeling assumptions • Provided structured feedback aligned with engineering problem-solving goals

2023 - Present

Accreditation Expert — Structured evaluation of program documentation (2021 to 2024)

Document

Acted as an Accreditation Expert conducting program accreditation evaluations that required analyzing submitted higher-education documentation and producing structured evaluation reports. Performed quality assessment by identifying strengths and weaknesses in the provided materials and formulating recommendations. While not traditional ML labeling, this role includes structured AI/data-quality-style evaluation of textual artifacts. • Reviewed and analyzed documentation for strengths and weaknesses • Prepared structured evaluation reports with recommendations • Conducted quality assessment of program materials as part of accreditation • Produced evaluation outcomes based on documented evidence

2021 - 2024

Education

Work History