Bahati S.

Key Skills

Software

Other

CVAT

Doccano

Label Studio

Supervisely

Diffgram

Top Subject Matter

Seo Domain Expertise

and administrative marketing support

Top Data Types

Text

Image

Video

Document

Top Task Types

Text Generation

Bounding Box

Entity (NER) Classification

Transcription

Classification

Segmentation

Object Detection

Tracking

Freelancer Overview

Freelance — Data Annotation & Content Projects. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Label Studio, CVAT, and Doccano. Education includes Certificate Course, Udemy (2026) and Course Certificate, LinkedIn Learning. AI-training focus includes data types such as Text, Image, and Video and labeling workflows including Entity (NER), Object Detection, and Tracking.

Labeling Experience

Data & Academic Performance Officer

DocumentClassification

Organized and annotated academic datasets to improve structure and usability. Built structured reporting systems to clarify dataset content for stakeholders and downstream use. Ensured the resulting labeled materials were ready for analysis and performance tracking. • Annotated academic dataset entries • Created reporting structures for clarity • Improved dataset usability • Supported academic performance tracking through labeled data

2025 - Present

Freelance — Data Annotation & Content Projects

DoccanoVideoTracking

Performed video annotation to generate labeled data for AI/ML projects. Applied QA checks to maintain labeling consistency over frames and segments. Supported projects across multiple industries including autonomous driving and retail. • Annotated video content for training datasets • Verified label consistency using QA • Assisted with dataset structuring • Managed frame-level or sequence labeling tasks

2025 - Present

Freelance — Data Annotation & Content Projects

CVATImageObject Detection

Delivered image annotation for AI/ML datasets used in training and evaluation. Implemented quality assurance practices to improve dataset reliability and label accuracy. Worked on labeling tasks relevant to healthcare, autonomous driving, and retail. • Produced labeled image outputs • Conducted QA verification • Ensured annotation quality for training • Handled domain-specific image labeling requirements

2025 - Present

Freelance — Data Annotation & Content Projects

Label StudioText

Provided text annotation to support AI/ML dataset creation and downstream model training. Performed QA checks to ensure labels were consistent and reliable across examples. Contributed to multi-industry initiatives including healthcare, autonomous driving, and retail. • Labeled text samples • Applied quality assurance checks • Supported dataset readiness for training • Collaborated on labeling workflows for different domains

2025 - Present

Education

Work History