Muhamed S.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

Pharmacology Domain Expertise

medicinal & organic chemistry

Pharmaceutics Domain Expertise

Top Data Types

Text

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

AI model output evaluation and scientific accuracy review (STEM subject-matter expert). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Bachelor of Pharmacy, German University at Cairo. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Expert prompt writing and reference answer authoring for AI tutoring/training

OtherTextPrompt + Response Writing (SFT)

Write and refine expert-level prompts, model answers, and step-by-step reference solutions for pharmaceutical and chemical topics. Produce well-structured training materials that translate complex technical concepts into actionable guidance. Ensure consistency with domain knowledge, terminology, and expected scientific reasoning. • Authored expert prompts and step-by-step reference answers • Created structured explanations for complex technical concepts • Produced bilingual-capable scientific writing for evaluation use • Refined responses to improve clarity and scientific correctness

2022 - 2026

AI model output evaluation and scientific accuracy review (STEM subject-matter expert)

Don't discloseText

Evaluate AI-generated responses for factual and scientific accuracy in pharmacy, chemistry, and life-sciences contexts through expert review. Identify hallucinations, reasoning errors, and unsafe or inaccurate claims, documenting corrections and rationales. Provide clear, structured explanations tailored to both expert and general audiences. • Reviewed model outputs for scientific accuracy across technical domains • Flagged hallucinations and unsafe medical/chemical statements • Wrote rationales explaining why outputs were wrong or misleading • Authored precise explanations and reference-style guidance

2022 - 2026

Education

Work History