Ashish Kumar

Key Skills

Software

Labelbox

Label Studio

Scale AI

Supervisely

Appen

Top Subject Matter

Image classification for medical diagnostics

Natural language processing for sentiment analysis in social media

Autonomous vehicle sensor data analysis

Top Data Types

Image

Text

Video

Top Task Types

Object Detection

Freelancer Overview

When it comes to AI training data and data labeling, I have embraced accuracy and focus, alongside the comprehension of the precise nature necessary for training the model. I focus on the object recognition and labeling tasks, with a particular focus on the medical diagnosis niche, as accuracy is of high importance in terms of AI-based diagnostics. My skills include natural language processing for tasks in social media to determine the population’s overall perceptions and attitude shifts. I am equipped with substantial experience in the labeling techniques like the bounding boxes and polygon segmentation, apart from semantic segmentation, to guarantee a high standard of annotated data. My experience also entails dealing with various data forms and learning how to master the different labeling tools and interfaces fit into AI training. I love tasks that are technical and creative at the same time and always produce high-quality labeled datasets that enable AI models to produce their best results for diverse use cases.

Labeling Experience

Text Generation for NLP Model Training

AppenTextBounding BoxPolygon

Offer a short background of the project. Some of the things that have been used include the scope, objective, specific duties performed personally, and the exercise of accomplishment/creation, as well as other functions achieved/created.

Offer a short background of the project. Some of the things that have been used include the scope, objective, specific duties performed personally, and the exercise of accomplishment/creation, as well as other functions achieved/created.

2019 - 2023

Education

Work History