Aman Kumar

Key Skills

Software

CVAT

Top Subject Matter

No subject matter listed

Top Data Types

Image

Top Label Types

Bounding Box

Segmentation

Classification

Object Detection

Computer Programming Coding

Freelancer Overview

I am a Computer Science student with hands-on experience in data analysis, API integration, and full-stack development, with a strong foundation in C++, JavaScript, and the MERN stack. My projects have involved working with real-time data from multiple APIs, ensuring data accuracy and relevance for features like live news feeds and travel recommendations. I am skilled in using tools like Excel, Jupyter Notebook, Google Colab, and cloud platforms such as AWS and Azure, which are essential for handling, labeling, and managing large datasets. My technical background, attention to detail, and ability to collaborate effectively make me well-suited for data labeling, annotation, and AI training data roles, especially in domains involving NLP and real-time data processing.

Labeling Experience

Autonomous Vehicle Image Annotation Project

CVATImageBounding BoxSegmentation

Annotated over 50,000 street‑scene images to train computer vision models for autonomous driving. Tasks included drawing bounding boxes for vehicles, pedestrians, and traffic signs, as well as semantic segmentation of road surfaces and lane markings. Ensured high annotation accuracy through quality control workflows and cross‑validation. Delivered datasets that improved object detection and scene understanding performance by 15% in downstream models.

Annotated over 50,000 street‑scene images to train computer vision models for autonomous driving. Tasks included drawing bounding boxes for vehicles, pedestrians, and traffic signs, as well as semantic segmentation of road surfaces and lane markings. Ensured high annotation accuracy through quality control workflows and cross‑validation. Delivered datasets that improved object detection and scene understanding performance by 15% in downstream models.

2023 - 2023

Education

Work History