Aly A.

Key Skills

Software

Other

Top Subject Matter

Audio engineering

music production

transcription quality evaluation

Top Data Types

Audio

Text

Image

Top Task Types

Transcription

RLHF

Emotion Recognition

Freelancer Overview

Independent Audio Production (Audio annotation-ready quality assessment). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other, Internal, and Proprietary Tooling. Education includes Bachelor of Science, University of Hertfordshire (2026) and Bachelor of Science, UCSI University (2022). AI-training focus includes data types such as Audio, Text, and Image and labeling workflows including Transcription, RLHF, and Emotion Recognition.

Labeling Experience

Independent Audio Production (Audio annotation-ready quality assessment)

OtherAudioTranscription

Provide end-to-end audio production support to enable high-quality audio data labeling. Apply precise audio segmentation, quality assessment, and sound effects evaluation to improve transcription and labeling reliability. Use professional-grade listening to validate audio signal clarity and adherence to labeling guidelines. • Audio segmentation and quality checks for labeling readiness • Sound design/effects evaluation to support consistent audio annotations • Vocal engineering skills for improved transcription quality • Remote client delivery with consistent quality under deadlines

2025 - Present

Graduation Project: Emotion Recognition via Facial Thermal Imaging (dataset building and labeling)

ImageEmotion Recognition

Build and label an image dataset for emotion recognition using facial thermal imaging. Create preprocessing pipelines and evaluation workflows to support CNN training and model assessment. Produce deployment-ready results by developing the full data-to-model pipeline. • Dataset creation with labeled image inputs • Emotion classification labeling for thermal facial imagery • CNN training pipeline with evaluation metrics • Use of annotation requirements understanding at a model level

2023 - 2025

AI Systems Assistant (AI output evaluation for training improvement)

TextRLHF

Test and evaluate AI-powered gym coach outputs to assess correctness, performance, and expected behavior. Document system behavior, flag errors, and communicate feedback to support iterative improvement. Contribute to AI integration workflows in a collaborative environment to enhance training and quality. • Evaluate AI responses for accuracy and performance • Rank/assess outputs for quality-control style feedback in AI workflows • Error identification and structured documentation • Team communication to refine model behavior

2024 - 2024

Education

Work History