Brian N.

Key Skills

Software

LabelImg

Micro1

iMerit

Appen

Top Subject Matter

Medical/healthcare domain (MBChB-related)

Biology

Physics

Top Data Types

Text

Image

Medical Dicom

Top Task Types

Bounding Box

Classification

Transcription

Evaluation/Rating

Segmentation

Entity (NER) Classification

Polyline

Cuboid

Text Generation

Object Detection

Question Answering

Point/Key Point

RLHF

Fine-tuning

Red Teaming

Computer Programming/Coding

Data Collection

Function Calling

Text Summarization

Prompt + Response Writing (SFT)

Freelancer Overview

Medical literature review and structured extraction to inform AI/data labeling. Professional background includes roles such as Research Assistant (Community Health). Core strengths include Other. Education includes Bachelor of Medicine and Bachelor of Surgery, N/A (2022) and Kenya Certificate of Secondary Education, N/A (2019). AI-training focus includes data types such as Text and labeling workflows including Entity (NER).

Labeling Experience

Medical literature review and structured extraction to inform AI/data labeling

OtherText

Engaged in medical and healthcare literature review and synthesis to support structured understanding of domain knowledge for downstream AI annotation workflows. Applied careful reading of scientific documents and consistent documentation practices aligned with publication guidelines. Focused on identifying relevant clinical concepts and terminology that could be converted into labeled entities for dataset preparation. • Reviewed and extracted key information from medical publications • Performed quality-focused synthesis of healthcare interventions • Maintained structured notes for accurate downstream annotation • Ensured terminology consistency using medical/scientific writing standards

2024 - Present

Education

Work History