Ismail I.

Key Skills

Software

Don't disclose

Top Subject Matter

Chemistry and Biology (STEM)

Pharmacology Domain Expertise

Organic Chemistry

Top Data Types

Text

Top Task Types

Data Collection

Freelancer Overview

AI Data Evaluation & Training (Independent Contractor) — scientific accuracy rating and fact-checking for LLM outputs. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Science, Osun State University. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

STEM Content Development & Technical Research — dataset and content verification for AI training

Don't discloseTextData Collection

Verified technical documentation for scientific modules to ensure accurate chemical and reaction mechanism content. Applied systematic evaluation methods to support creation of high-quality datasets for training machine learning models. Focused on ensuring dataset readiness for STEM model training and validation. • Reviewed technical documentation accuracy • Checked chemical and reaction mechanism details • Supported systematic dataset quality evaluation • Contributed to dataset creation for model training

Present

AI Data Evaluation & Training (Independent Contractor) — scientific accuracy rating and fact-checking for LLM outputs

Don't discloseText

Evaluated AI-generated responses for scientific accuracy in chemistry and biology domains. Checked outputs for hallucinations, logical inconsistencies, and alignment with academic standards to support high-fidelity AI training. Performed ground-truth style validation and scientific reasoning review to improve STEM domain model performance. • Assessed chemistry and biology response correctness • Flagged hallucinations and reasoning gaps • Validated claims against academic expectations • Improved training quality through feedback loops

Present

Education

Work History