Daniel E.

Key Skills

Software

Other

Top Subject Matter

Digital safety and digital literacy

Software Development & Information Technology

Volunteer program logistics supporting training activities

Top Data Types

Text

Computer Code Programming

Top Task Types

Bounding Box

Object Detection

Text Generation

Question Answering

Text Summarization

Classification

Segmentation

Transcription

Freelancer Overview

I have developed strong experience in AI training data and data labeling through freelance work on the Outlier platform, contributing to multiple Aether projects focused on improving the performance, accuracy, and reliability of advanced AI systems. My work involves evaluating, annotating, and validating diverse datasets, applying detailed quality guidelines, identifying inconsistencies, and ensuring high-quality training data for machine learning models. Through these projects, I have gained hands-on experience in data annotation, prompt evaluation, response ranking, quality assurance, content assessment, and adherence to strict project-specific standards. What sets me apart is my combination of technical expertise and analytical thinking. With a background in Computer Science and experience in backend software engineering, I bring a strong understanding of data structures, logical reasoning, and AI system behaviour to labelling tasks. I am highly detail-oriented, capable of interpreting complex instructions, maintaining consistency across large datasets, and delivering accurate results under tight deadlines. My experience working on multiple AI-focused projects has strengthened my ability to evaluate nuanced content, provide objective judgments, and contribute effectively to the development of high-performing AI models.

Labeling Experience

Logistics Team Lead, Hult Prize (supporting operations)

Provided logistics leadership while coordinating volunteer activities supporting program execution. Supported planning and contingency measures to ensure training and event delivery stayed on schedule. Contributed operational guidance to teams managing logistics for guests and volunteer groups. • Led logistics for teams exceeding 15 members • Strategized planning for logistics of volunteer groups and invited guests • Developed contingency plans to address unforeseen issues • Reduced issue resolution timelines by about 30 minutes

2021 - 2024

Safe Online Educator, CcHub (training)

OtherText

Trained learners on digital safety concepts and practices, emphasizing recognition and correct handling of online risks. Developed and delivered course materials to support students with different learning needs. Assessed understanding through a proof-of-knowledge style evaluation to measure learning outcomes. • Delivered a 12-week training program covering digital literacy and safety • Co-developed all-inclusive learning materials with a team • Ensured key concepts were clearly explained • Achieved about a 90% success rate in the final assessment

2018 - 2019

Lead Facilitator, iBridge Hub (coding training)

Other

Facilitated introductory training for children in computer coding languages. Managed learning check-ins and maintained records of participant progress to ensure continued support. Produced measurable learning outcomes by guiding students toward baseline programming competence. • Trained 50 children in coding languages • Maintained a database of learners • Implemented structured check-ins for ongoing support • Helped produce over 40 students with basic programming knowledge

2018 - 2018

Education

Work History