Andrew K.

Key Skills

Software

Remotasks

Telus

Scale AI

Micro1

Data Annotation Tech

Top Subject Matter

Software Engineering / Computer Science

Computer Vision Object Detection & Semantic Labeling

Advanced Multimodal Evaluation & QA

Top Data Types

Computer Code Programming

Text

Image

Top Task Types

Bounding Box

Object Detection

Transcription

Freelancer Overview

Product Designer Who Ships | Full-Stack (Design → Code → Deploy) | Linux SysAdmin | 95.9% Uptime | Delivering High-Performance Applications & Exceptional User Experiences

Labeling Experience

Technical Language Code Verification & Alignment (Java)

TextComputer Programming/Coding

Reviewed, annotated, and debugged AI-generated source code with a specialized focus on Java syntax, object-oriented design patterns, and runtime logic. Evaluated the structural integrity, code safety, and execution accuracy of model responses against complex programming prompts. Wrote highly structured, technical rationales detailing edge cases, performance bottlenecks, and structural adjustments required to optimize coding model outputs.

2025 - Present

Advanced Multimodal Evaluation & QA

ImageClassification

Evaluated complex multimodal model outputs on the Aether project, specifically focusing on image evaluation, text-to-image alignment, face-swap mechanics, and multi-modal ranking tasks. Identified subtle flaws in model reasoning, localized artifacts, and formatting errors. Wrote clear, comprehensive justification rationales for ranking choices to help fine-tune model alignment, safety, and performance boundaries.

2025 - Present

Computer Vision Object Detection & Semantic Labeling

ImageObject Detection

Executed high-precision 2D bounding box annotation, object tracking, and semantic segmentation tasks on large-scale image datasets to train computer vision models. Categorized and localized overlapping objects with strict pixel-perfect boundary adherence. Consistently met high quality-control benchmarks, ensuring clean, error-free spatial training data for geometric and environmental model optimization.

2021 - 2022

Education

Work History