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I

Idris Hammed

Data Collection Specialist

USA flagKansas City, Usa
$5.00/hrEntry Level

Key Skills

Software

No software listed

Top Subject Matter

AI model training
text-to-image/editing models
computer vision

Top Data Types

VideoVideo
TextText
ImageImage
DocumentDocument

Top Task Types

Data CollectionData Collection

Freelancer Overview

Brings specialised experience in AI data collection and annotation for training advanced machine learning and generative AI models. Successfully led large-scale egocentric video data collection and captured high-resolution structured image datasets at Tarmack to train text-to-image and image editing models. Excelled at maintaining exceptional data accuracy, managing complex metadata, and controlling environmental variables such as lighting, exposure, and camera positioning while consistently meeting strict project targets and deadlines. Also contributed to multiple data labelling initiatives at Objectways Technologies, conducting rigorous quality assurance and quickly adapting to new annotation tools and platforms to support computer vision model development. Currently works as a technical workflow consultant at Luel, creating high-quality instructional datasets by recording and documenting detailed AutoCAD workflows. Skilled at translating complex engineering processes into clear, step-by-step training data suitable for AI systems. Core strengths include expert AI data collection and annotation, technical workflow optimisation, precision quality control, and proficiency with tools such as D8A App, CVAT, screen recording software, and AutoCAD.

Entry LevelEnglishYoruba

Labeling Experience

Technical Workflow Consultant

TextData Collection
As a Technical Workflow Consultant at Luel, I generated and uploaded technical instructional screen recordings tailored for AI model consumption. The role involved translating complex engineering tasks into instructional datasets for use in training AI models for software automation. I ensured quality and technical compliance for all deliverables. • Managed the end-to-end process of creating technical workflow videos for AutoCAD-focused AI models. • Translated engineering processes into clear, stepwise labeled instructions for ML consumption. • Enforced strict standards for data preparation and formatting. • Optimized instructional content to maximize machine readability and utility.

As a Technical Workflow Consultant at Luel, I generated and uploaded technical instructional screen recordings tailored for AI model consumption. The role involved translating complex engineering tasks into instructional datasets for use in training AI models for software automation. I ensured quality and technical compliance for all deliverables. • Managed the end-to-end process of creating technical workflow videos for AutoCAD-focused AI models. • Translated engineering processes into clear, stepwise labeled instructions for ML consumption. • Enforced strict standards for data preparation and formatting. • Optimized instructional content to maximize machine readability and utility.

2026 - Present

AI Data Associate

ImageData Collection
As an AI Data Associate at Objectways Technologies, I supported multiple data labeling and collection projects for various AI and computer vision applications. My responsibilities included adapting rapidly to new labeling platforms and performing extensive quality checks per client specifications. I focused on improving dataset validity and alignment with project goals. • Worked on data collection and annotation for computer vision enhancement. • Performed rigorous review and validation of image datasets. • Leveraged different software tools and platforms for project needs. • Ensured compliance with specialized guidelines throughout the data lifecycle.

As an AI Data Associate at Objectways Technologies, I supported multiple data labeling and collection projects for various AI and computer vision applications. My responsibilities included adapting rapidly to new labeling platforms and performing extensive quality checks per client specifications. I focused on improving dataset validity and alignment with project goals. • Worked on data collection and annotation for computer vision enhancement. • Performed rigorous review and validation of image datasets. • Leveraged different software tools and platforms for project needs. • Ensured compliance with specialized guidelines throughout the data lifecycle.

2026 - 2026

Data Collection Specialist

VideoData Collection
As a Data Collection Specialist at Tarmack, I executed large-scale egocentric video and structured image dataset collection initiatives. The work focused on providing high-quality real-world data to enhance machine learning and computer vision models. I ensured all collected data met project parameters while collaborating on technical improvement efforts. • Led field and remote data acquisition using the D8A App across image and video modalities. • Maintained high data accuracy, consistent with ML training requirements. • Managed metadata and quality controls, notably for image diversity and technical standards. • Worked closely with project leads to resolve app and data-gathering hurdles.

As a Data Collection Specialist at Tarmack, I executed large-scale egocentric video and structured image dataset collection initiatives. The work focused on providing high-quality real-world data to enhance machine learning and computer vision models. I ensured all collected data met project parameters while collaborating on technical improvement efforts. • Led field and remote data acquisition using the D8A App across image and video modalities. • Maintained high data accuracy, consistent with ML training requirements. • Managed metadata and quality controls, notably for image diversity and technical standards. • Worked closely with project leads to resolve app and data-gathering hurdles.

2026 - 2026

Education

U

University of Ilorin

Bachelor of Engineering, Civil Engineering

Bachelor of Engineering
2011 - 2015

Work History

G

Geld Construction Limited

Project Site Manager

Delta State
2024 - Present
T

Telisol Limited

Site Manager

Lagos
2023 - 2024