Hirwa T.

Key Skills

Software

SuperAnnotate

Top Subject Matter

Pharmaceutical/healthcare Domain Expertise

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Image

Top Task Types

RLHF

Freelancer Overview

Licensed Pharmacist specializing in Expert Data Quality Assurance for pharmaceutical and clinical datasets. Experienced in performing high-fidelity RLHF and Red Teaming for medical LLMs, ensuring clinical accuracy in drug-interaction explanations and medication safety protocols. Proficient in using SuperAnnotate and Encord for complex medical entity recognition. I leverage my background in pharmaceutical research and Python-based automation to deliver high-quality, audit-ready training data for healthcare AI.

Labeling Experience

Pharmaceutical Data Automation & Analysis Project

OtherTextData Collection

This project involved automating and cleaning large datasets of pharmaceutical records. I utilized scripts and libraries to prepare data for analysis and potential machine learning applications. My work ensured that the data was structured and standardized for downstream models and dashboards. • Cleaned, validated, and standardized textual and tabular pharmaceutical datasets. • Used Python libraries such as Pandas and NumPy for data transformation tasks. • Developed repeatable workflows for ingestion and quality control. • Produced data ready for further annotation or analysis in healthcare projects.

2025 - Present

Education

Work History