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Kunle Adeniji

Kunle Adeniji

Project Coordinator (Data & Operations) – Annotation and Labeling Workflows

Canada flagKingston, ON, Canada
$65.00/hrExpertMindriftOneformaAppen

Key Skills

Software

MindriftMindrift
OneFormaOneForma
AppenAppen
Data Annotation TechData Annotation Tech
CrowdFlowerCrowdFlower
DataloopDataloop
Google Cloud Vertex AIGoogle Cloud Vertex AI
HumanaticHumanatic
HiveMindHiveMind
RemotasksRemotasks
ProdigyProdigy
OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)
Internal/Proprietary Tooling
V7 LabsV7 Labs
AWS SageMakerAWS SageMaker
Anno-MageAnno-Mage
ArgillaArgilla
Axiom AI
ClickworkerClickworker
CloudFactoryCloudFactory
CrowdSourceCrowdSource
CVATCVAT
DatatroniqDatatroniq
DatumboxDatumbox
DatasaurDatasaur
DatatureDatature
DataturkDataturk
Deep SystemsDeep Systems
DiffgramDiffgram
DoccanoDoccano
EncordEncord
Figure EightFigure Eight
HastyHasty
Img Lab
iMeritiMerit
Kili TechnologyKili Technology
LabelboxLabelbox
LabelImgLabelImg
Label StudioLabel Studio
LightTagLightTag
LionbridgeLionbridge
MercorMercor
Micro1
Mighty AIMighty AI
PlaymentPlayment
Redbrick AIRedbrick AI
SamaSama
RoboflowRoboflow
Scale AIScale AI
SlothSloth
Snorkel AISnorkel AI
SuperAnnotateSuperAnnotate
SuperviselySupervisely
Surge AISurge AI
TolokaToloka
TagtogTagtog
TelusTelus
Trilldata Technologies
VoTT

Top Subject Matter

Project documentation
structured text records
Metadata Domain Expertise

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

ClassificationClassification
Text SummarizationText Summarization
Text GenerationText Generation
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Function CallingFunction Calling
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating
Question AnsweringQuestion Answering
Object DetectionObject Detection
CuboidCuboid
PolylinePolyline
Entity (NER) ClassificationEntity (NER) Classification
SegmentationSegmentation
Point/Key PointPoint/Key Point
RLHFRLHF
Red TeamingRed Teaming
Computer Programming/CodingComputer Programming/Coding
Fine-tuningFine-tuning
PolygonPolygon
Bounding BoxBounding Box

Freelancer Overview

Project Coordinator (Data & Operations) – Annotation and Labeling Workflows. Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and TMS. Education includes Graduate Certificate, Sheridan College (2026) and Master of Arts, Queen's University (2021). AI-training focus includes data types such as Text and Image and labeling workflows including Classification.

ExpertEnglishYorubaHausa

Labeling Experience

Project Coordinator (Data & Operations) – Annotation and Labeling Workflows

TextClassification
Oversaw and conducted annotation tasks involving the structured definition, tagging, and quality review of large-scale project documentation data. Managed the translation of ambiguous technical requirements into clear, actionable labeled data for AI workflow development. Implemented processes for inter-annotator agreement checking and scope clarification closely mirroring annotation pipeline best practices. • Applied Agile sprint practices to manage data annotation workloads. • Maintained precise versioning and metadata standards on annotation output. • Flagged data labeling inconsistencies and participated in QA review cycles. • Developed annotated task definitions and requirements documentation.

Oversaw and conducted annotation tasks involving the structured definition, tagging, and quality review of large-scale project documentation data. Managed the translation of ambiguous technical requirements into clear, actionable labeled data for AI workflow development. Implemented processes for inter-annotator agreement checking and scope clarification closely mirroring annotation pipeline best practices. • Applied Agile sprint practices to manage data annotation workloads. • Maintained precise versioning and metadata standards on annotation output. • Flagged data labeling inconsistencies and participated in QA review cycles. • Developed annotated task definitions and requirements documentation.

2025 - Present

Project Coordinator & Curatorial Resident — Arts of Africa (Structured Annotation)

TextClassification
Performed text and metadata annotation, including context-specific classification and clarification of ambiguous or conflicting information in project archival records. Ensured consistency, accuracy, and complete audit trails across large structured datasets used to inform AI documentation processes. Authored and quality-checked structured outputs vital to training AI models to recognize nuanced language and categorization processes. • Managed edge-case annotation guideline documentation and escalation. • Produced scope documents and recommendations reflecting precise taxonomy application. • Detected and resolved inconsistencies in archival labeling inputs. • Maintained quality review documentation for structured annotation tasks.

Performed text and metadata annotation, including context-specific classification and clarification of ambiguous or conflicting information in project archival records. Ensured consistency, accuracy, and complete audit trails across large structured datasets used to inform AI documentation processes. Authored and quality-checked structured outputs vital to training AI models to recognize nuanced language and categorization processes. • Managed edge-case annotation guideline documentation and escalation. • Produced scope documents and recommendations reflecting precise taxonomy application. • Detected and resolved inconsistencies in archival labeling inputs. • Maintained quality review documentation for structured annotation tasks.

2025 - 2025

Exhibition Project Coordinator & Curatorial Fellow (Text Annotation & QA)

TextClassification
Produced, reviewed, and quality-controlled large volumes of exhibition label copy, catalogue entries, and didactic content for annotation accuracy and consistency. Applied context-aware labeling adhering to institutional guidelines ensuring all textual data was correctly classified and prepared for downstream AI and search indexing use. Managed reconciliation of annotation and labeling inputs from multiple stakeholders for high-quality digital records. • Enforced metadata schemas and tagging standards for exhibition labeling. • Conducted dataset-wide data correction and audit logging. • Facilitated inter-stakeholder review of annotated content to ensure accuracy. • Maintained annotation compliance with style guides and documentation protocols.

Produced, reviewed, and quality-controlled large volumes of exhibition label copy, catalogue entries, and didactic content for annotation accuracy and consistency. Applied context-aware labeling adhering to institutional guidelines ensuring all textual data was correctly classified and prepared for downstream AI and search indexing use. Managed reconciliation of annotation and labeling inputs from multiple stakeholders for high-quality digital records. • Enforced metadata schemas and tagging standards for exhibition labeling. • Conducted dataset-wide data correction and audit logging. • Facilitated inter-stakeholder review of annotated content to ensure accuracy. • Maintained annotation compliance with style guides and documentation protocols.

2022 - 2023

Project & Curatorial Intern (TMS Image Annotation & Metadata Tagging)

ImageClassification
Catalogued over 200 artworks in a collection management system, assigning metadata, classification tags, provenance data, and condition notes. Ensured taxonomic accuracy and content consistency for institutional digital asset records, supporting downstream AI training and image retrieval workflows. Structured research briefs and gallery relabeling content with rigorous metadata annotation and task-level categorization. • Assigned and audited object metadata and image classification fields. • Applied annotation standards to support digital collection search and analysis. • Maintained detailed compliance and quality checklists for annotation tasks. • Contributed to large-scale image annotation projects for gallery relabeling efforts.

Catalogued over 200 artworks in a collection management system, assigning metadata, classification tags, provenance data, and condition notes. Ensured taxonomic accuracy and content consistency for institutional digital asset records, supporting downstream AI training and image retrieval workflows. Structured research briefs and gallery relabeling content with rigorous metadata annotation and task-level categorization. • Assigned and audited object metadata and image classification fields. • Applied annotation standards to support digital collection search and analysis. • Maintained detailed compliance and quality checklists for annotation tasks. • Contributed to large-scale image annotation projects for gallery relabeling efforts.

2021 - 2021

Education

S

Sheridan College

Graduate Certificate, Project Management

Graduate Certificate
2025 - 2026
Q

Queen's University

Master of Arts, Art History

Master of Arts
2021 - 2025

Work History

C

Cavlom Enterprise Inc.

Project Coordinator

Kingston, ON
2025 - Present
T

The Metropolitan Museum of Art

Project Coordinator & Curatorial Resident – Arts of Africa

New York, NY
2025 - 2025