Piyush B.

Key Skills

Software

Data Annotation Tech

Mercor

Micro1

Mindrift

OneForma

Remotasks

Scale AI

Toloka

Telus

Top Subject Matter

Artificial Intelligence & Machine Learning (AI/ML)

Workflow Automation & Bot Development

Data Labeling & AI Training

Top Data Types

Text

Top Task Types

Text Generation

Question Answering

Text Summarization

Prompt + Response Writing (SFT)

Freelancer Overview

I have hands on experience with Outlier AI, where I helped with training and smoothing AI models using structured data labeling jobs. Basically my part was annotating text, images, and other dataset types with care so everything stays accurate, consistent, and in sync with the project guidelines. That meant I needed pretty strong attention to detail, the ability to follow a set of intricate directions, and a real commitment to keeping high quality in large amounts of data. When I kept hitting the quality targets, I also contributed to better model performance, and more dependable results in real world situations. In doing that, I learned how labeled data really drives the outcomes of AI training, not just in theory but day to day. I got practical practice with annotation tools, quality checks, and teamwork workflows that are meant to improve speed and reduce friction. The whole thing improved my technical capability, but also gave me a clearer view of how human judgment matters, because it builds trustworthy AI systems, in a very direct way.

Education

Work History