Lilix M.

Key Skills

Software

Remotasks

Other

Top Subject Matter

Software development for an accounting application (VB.NET, MS Access, MySQL)

Cisco NetAcad course administration and lecturer training

IT support for lab upgrade (OS/software installation and network/user setup)

Top Data Types

Text

Computer Code Programming

Image

Top Task Types

Classification

Data Collection

Bounding Box

Freelancer Overview

Data Annotator / Micro-Task Specialist – Hivemicro. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include HiveMicro. Education includes Diploma in Information Technology, UNISA and Certificate, South West Gauteng TVET College (2020). AI-training focus includes data types such as Image and labeling workflows including Bounding Box, Evaluation, and Rating.

Labeling Experience

Data Annotator / Micro-Task Specialist – Hivemicro

ImageBounding Box

Worked as a Data Annotator/Micro-Task Specialist performing high-volume image dataset annotation and classification. Completed more than 57,000 Smart Boxed Logos tasks by identifying and labeling logos for computer vision use cases. Maintained high-quality performance metrics while processing large volumes of micro-tasks in a crowdsourcing workflow. • Logo identification and classification for computer vision datasets • Smart boxed annotation (bounding box labeling) • High-velocity micro-task execution with accuracy focus • Quality metrics tracking and adherence to task guidelines

2026 - Present

Cisco Netacademy System Administrator — South West Gauteng TVET College

OtherTextClassification

Managed Cisco Netacad course administration across multiple campuses, supporting user and enrollment operations that underpin learning data and course content flows. Trained and mentored lecturers in using Cisco curriculum, online tools, and lab resources to improve delivery and student outcomes. This role supports educational content management activities rather than direct model/data labeling. • Migrated courses and handled student enrollment workflows • Supported password recoveries and user account support • Trained lecturers on Cisco curriculum and online tools • Coordinated lab resources to improve teaching delivery and outcomes

2021 - 2024

IT Support Technician — George Tabor Lab Upgrade Project, South West Gauteng TVET College

OtherData Collection

Supported an academic lab upgrade by installing and configuring operating systems and software across multiple computer labs. Set up network access and created learner and staff user accounts to enable reliable connectivity and access. The work involved provisioning and configuration tasks rather than explicit AI/data-labeling. • Installed and configured OS and software for computer labs • Configured network access across lab environments • Created user accounts for learners and staff • Ensured seamless connectivity and access for users

2022 - 2022

Software Developer (Internship) — Maja Consulting & Projects (Pty) Ltd

Other

Developed a custom accounting application as part of an internship, translating functional requirements into working software components. Collaborated with a client to clarify specifications and deliver iterative updates throughout development. Focused on implementation tasks rather than explicit AI/data-labeling workflows while applying coding and testing practices to meet operational needs. • Application development using VB.NET, MS Access, and MySQL • Requirement gathering and specification clarification with the client • Iterative delivery and updates during the development cycle • Ensuring functionality matched client operational needs

2022 - 2022

Education

Work History