Melchizedek Bankole

Key Skills

Software

CVAT

Top Subject Matter

No subject matter listed

Top Data Types

Video

Top Label Types

Action Recognition

Freelancer Overview

I am a detail-oriented data analyst with hands-on experience in data cleaning, reporting, and prompt engineering for AI applications. My background includes using Python, Pandas, NumPy, and SQL to process and validate large datasets, ensuring accuracy and consistency for high-quality training data. I have successfully cleaned and analyzed over 2,000 records, improving data consistency by 35% and creating visual reports to support data-driven decisions. My work in AI prompt optimization has enabled me to design effective instructions for automating research and data tasks, enhancing both speed and accuracy. I am committed to continuous learning in data and AI technologies, and I bring strong communication, documentation, and process optimization skills to every project I undertake.

Labeling Experience

House hold Robot Training

CVATVideoAction Recognition

Trained a domestic service robot for cleaning, laundry, and ironing by labeling objects, surfaces, and task actions in 10,000+ images and video frames across diverse home environments, maintaining ≥98% accuracy through strict guidelines, double-pass reviews, and edge-case annotation.

Trained a domestic service robot for cleaning, laundry, and ironing by labeling objects, surfaces, and task actions in 10,000+ images and video frames across diverse home environments, maintaining ≥98% accuracy through strict guidelines, double-pass reviews, and edge-case annotation.

2025 - 2025

Education

Work History