Key Skills

Software

Roboflow

Top Subject Matter

Transportation & Smart Infrastructure -

Geospatial / Mapping Data

E-commerce

Top Data Types

Image

Audio

Computer Code Programming

Top Label Types

Bounding Box

Polygon

Segmentation

Classification

Object Detection

Transcription

Data Collection

Computer Programming Coding

Freelancer Overview

I have experience working with data labeling and AI training workflows where accuracy, consistency, and attention to detail are essential. My work involves annotating and organizing datasets for machine learning models, including tasks such as image annotation, data categorization, tagging, and quality verification. Currently, as part of my Final Year Project (FYP), I am actively performing **annotation and segmentation of potholes and manholes** in road images to build a dataset for training computer vision models. This work requires precise pixel-level labeling, careful dataset management, and adherence to strict annotation guidelines to ensure high-quality training data. My background in electronics engineering gives me a strong analytical and technical foundation, allowing me to quickly understand labeling protocols, identify edge cases, and maintain consistency across large datasets. I am comfortable using digital tools and annotation platforms for computer vision tasks and maintaining organized datasets for AI model training. My focus on precision, efficiency, and quality control helps ensure that the labeled data is reliable and useful for developing accurate AI models.

Labeling Experience

Education

Work History