Manef F.

Key Skills

Software

No software listed

Top Subject Matter

Medical education and healthcare content

Top Data Types

Text

Video

Medical Dicom

Top Task Types

Text Summarization

Classification

Bounding Box

Segmentation

Entity (NER) Classification

Point/Key Point

Polyline

Cuboid

Object Detection

Text Generation

Question Answering

RLHF

Fine-tuning

Red Teaming

Transcription

Evaluation/Rating

Computer Programming/Coding

Data Collection

Function Calling

Prompt + Response Writing (SFT)

Freelancer Overview

Medical student with AI-assisted content creation and medical text summarization (ongoing). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Claude AI, NotebookLM, and n8n. Education includes Medical Student, Faculty of Medicine of Sfax (FMSF) (2023) and National Baccalaureate, National Baccalaureate (2023). AI-training focus includes data types such as Text and labeling workflows including Text Summarization.

Labeling Experience

Medical student with AI-assisted content creation and medical text summarization (ongoing)

TextText Summarization

You built structured medical learning materials by summarizing courses and creating educational content for exam preparation. You applied AI-assisted content creation methods to support medical data organization and summarization workflows. Your work focused on producing clean, study-ready textual outputs rather than training image or sensor models. • Medical course summarization and study resource structuring • Medical article writing and educational content generation • Organization of medical information for easier retrieval and learning • Creation of exam-oriented medical multiple-choice practice questions

2023 - Present

Education

Work History