Jayant Bakolia

Key Skills

Software

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Video

Top Label Types

Bounding Box

Entity Ner Classification

Relationship

Text Summarization

Prompt Response Writing SFT

Freelancer Overview

I am a robotics postgraduate with a strong foundation in data preparation, annotation, and AI training workflows, particularly for computer vision and automation projects. My experience includes developing C++ tools to accelerate CNN data processing, integrating OpenCV for efficient image manipulation, and enhancing YOLOv3-based deep learning models to automate object detection, significantly reducing manual annotation effort. I have also engineered extraction and classification pipelines using C++, Python, and LLMs to process and categorize complex financial documents with high accuracy. My background spans simulation environments, data-driven model development, and collaborative R&D, equipping me with the skills to ensure high-quality, reliable training data for machine learning applications.

Labeling Experience

Data Annotator

Scale AIImageBounding BoxEntity Ner Classification

Data Annotator on the Aether programme via Outlier, providing high-quality human feedback to improve AI model alignment and evaluation workflows. My work focuses on completing project-specific training, applying detailed rubrics consistently, and delivering structured annotations for multimodal tasks—such as writing/rating prompts, evaluating model outputs for instruction-following and clarity, and producing precise visual descriptions (e.g., object relationships, attributes, and colour-focused descriptions).

Data Annotator on the Aether programme via Outlier, providing high-quality human feedback to improve AI model alignment and evaluation workflows. My work focuses on completing project-specific training, applying detailed rubrics consistently, and delivering structured annotations for multimodal tasks—such as writing/rating prompts, evaluating model outputs for instruction-following and clarity, and producing precise visual descriptions (e.g., object relationships, attributes, and colour-focused descriptions).

2025

Education

Work History