Anya Kuma

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Top Label Types

Point Key Point

Emotion Recognition

Transcription

Freelancer Overview

I am a Python developer and systems engineer with hands-on experience in designing structured data validation workflows, building multi-source verification frameworks, and developing real-time audio processing systems. My background includes implementing data extraction and annotation methodologies, optimizing data quality through quantitative analysis, and ensuring data integrity for AI and automation projects. I am skilled in Python, statistical modeling, API integration, and troubleshooting, and have worked with tools such as PyAudio and PvPorcupine for audio data processing and keyword detection. My focus on accuracy, reproducibility, and clear documentation allows me to contribute effectively to high-quality AI training data pipelines and annotation projects.

Labeling Experience

Education

Work History