Joy W.

Key Skills

Software

Mercor

Micro1

Top Subject Matter

Oncology pharmacy practice

Regulatory Compliance & Risk Analysis

Legal Research & Document Analysis

Top Data Types

Text

Document

Image

Top Task Types

Entity (NER) Classification

Classification

Question Answering

Text Summarization

Transcription

Red Teaming

Freelancer Overview

Oncology Pharmacy Resident (Clinical Operations) in Contract Review, Compliance, and Legal Research. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Master of Pharmacy, Kabarak University (2024) and Bachelor of Pharmacy, University of Nairobi (2019).

Labeling Experience

ONCOLOGY PHARMACY WORKFLOWS

TextText Summarization

A clinical data labelling and annotation project in the oncology pharmacy context to simulate human review workflow. It presents realistic chemotherapy prescribing plans for which I should identify, flag, and document clinical issues such as dose discrepancies, drug interactions, premeds, legal compliance, renal dosing, etc. Help train AI in health data sets on making clinical judgments and pharmacist workflows in chemotherapy review.

2025 - 2026

Education

Work History