Joshua Mikisi

Key Skills

Software

Appen

Clickworker

CloudFactory

Hasty

OneForma

Remotasks

Toloka

Scale AI

CVAT

Top Subject Matter

Agriculture

LLM evaluation

Self driving technology

Top Data Types

Audio

Image

Text

Top Task Types

Action Recognition

Bounding Box

Polygon

Polyline

Prompt Response Writing SFT

Freelancer Overview

I have hands-on experience in data labeling and AI training data preparation, particularly in projects requiring precise annotation for defect detection and object recognition. For Northvolt, I annotated lithium strips by drawing detailed polygons around defects, ensuring high accuracy in capturing variations in defect size and shape. In the Cyvl AI project, I used bounding boxes, polygons, and polylines to label different types of defects, adapting annotation techniques based on the specific requirements of each defect type. Additionally, I worked on a project for Charles River, where I labeled and drew bounding boxes around various types of sea vessels, helping improve the model's ability to recognize and classify them accurately. My expertise in using diverse annotation tools, combined with an understanding of quality standards, enables me to deliver high-quality, detailed annotations tailored to the needs of each project. This experience equips me with the skills to handle complex labeling tasks effectively, ensuring robust training data for AI models.

Labeling Experience

Cyvl

CVATImageBounding BoxPolygon

I labelled road defects

I labelled road defects

2024 - 2024

Charles River

HastyImageBounding Box

I helped labelled different types of sea vessels and classified them.

I helped labelled different types of sea vessels and classified them.

2023 - 2024

Northvolt

HastyImagePolygon

I labelled defect on lithium battery strips

I labelled defect on lithium battery strips

2023 - 2024

Education

Work History