Key Skills

Software

Don't disclose

Top Subject Matter

Artificial Intelligence & Machine Learning

Software Development / Engineering

Information Technology & Services

Top Data Types

Computer Code Programming

Top Task Types

Computer Programming/Coding

Freelancer Overview

I have hands-on experience working with AI training data through my machine learning projects, where I was responsible for data preprocessing, labeling, and quality control. In my smart farming project, I worked extensively with time-series datasets, cleaning and structuring raw data, handling missing values, and ensuring consistency for model training. I also performed feature engineering and evaluated model outputs, which required careful attention to data accuracy and reliability, key aspects of high-quality training data. My skill set includes data annotation principles, dataset validation, and using tools such as Python (Pandas, NumPy) to manipulate and prepare large datasets. I am detail-oriented, able to follow annotation guidelines precisely, and experienced in identifying inconsistencies or anomalies in data. My background in Computer Science further strengthens my understanding of how training data impacts model performance, allowing me to contribute effectively to AI training workflows.

Labeling Experience

Education

Work History