Owais F.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

Physics and mathematics domain content for LLM evaluation

Physics Domain Expertise

Mathematics Domain Expertise

Top Data Types

Text

Top Task Types

Question Answering

Freelancer Overview

Generative AI Engineer (Freelance), Soul AI. 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 Master of Science, Central University of Kashmir (2025) and Bachelor of Science, Central University of Kashmir (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt-Response Writing.

Labeling Experience

Generative AI Engineer (Freelance), Soul AI

Don't discloseText

Contributed to generative-AI workflows by performing prompt-response analysis and rubric-based review of LLM outputs. Evaluated instruction following, reasoning-quality signals, factual consistency, and overall response usefulness, including failure-mode support for scientific reasoning. Refined outputs through documentation-heavy remote iteration focused on accuracy and clarity. • Assessed technical correctness and explanatory clarity for physics/mathematics content • Supported structured evaluation processes for model-facing use cases • Performed domain-expert validation of response content coherence • Maintained quality-oriented documentation and rapid feedback loops

2025 - Present

AI Trainer (Part-time), Outlier AI

OtherText

Evaluated AI-generated responses using rubric-based standards focused on accuracy, reasoning quality, and instruction adherence. Supported training and calibration workflows for complex prompts in physics, mathematics, and analytical reasoning domains. Performed annotation, ranking, and targeted feedback generation to improve response quality for expert-domain tasks. • Conducted rubric-based response evaluation • Produced annotations and ranked outputs for calibration • Generated targeted feedback on reasoning and instruction-following failures • Helped identify scientific reasoning and explanation-structure failure modes

2024 - 2026

Subject Matter Expert - Advanced Physics (Remote, Part-time), Chegg Inc.

OtherTextQuestion Answering

Delivered expert physics solutions and stepwise explanations for learner-facing platforms with emphasis on conceptual clarity and technical accuracy. Produced structured, notation-consistent derivations across mechanics, electromagnetism, quantum physics, thermodynamics, and mathematical physics. Served as a domain expert reviewer by maintaining quality assurance standards under deadline-driven workflows. • Created well-structured solution/explanation content for educational use cases • Ensured derivation quality and scientific communication accuracy • Applied error analysis and expert review in response quality checks • Provided domain-specific validation relevant to generative-AI analysis roles

2022 - 2024

Subject Matter Expert, LearningMate

OtherTextQuestion Answering

Supported development and review of physics learning content with emphasis on accuracy, readability, and curriculum alignment. Assisted with solution checking, concept validation, and improvement of explanatory material for academic content workflows. Strengthened editorial precision and structured technical communication practices applicable to content QA and expert validation tasks. • Reviewed and validated physics concepts for educational content • Performed solution checking to ensure correctness • Improved clarity and readability of explanatory materials • Ensured curriculum alignment for learner-facing content

2022 - 2023

Education

Work History