Key Skills

Software

Label Studio

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Top Label Types

Bounding Box

Classification

Entity Ner Classification

Text Summarization

Translation Localization

Freelancer Overview

I have over 6 years of experience working on AI and machine learning systems, with a strong focus on NLP and GenAI applications in enterprise and legal-tech domains. My expertise includes building and fine-tuning models for tasks like text classification, named entity recognition (NER), question answering, and clause extraction—requiring high-quality data annotation and careful curation of training datasets. I am skilled in tools such as Python, PyTorch, Hugging Face Transformers, and SpaCy, and have designed multi-layered NER pipelines that involved labeling hundreds of contract entity types at scale. I understand the critical importance of accurate and consistent data labeling for model performance and have led efforts to improve retrieval and extraction accuracy across large document repositories. My background also includes deploying ML models in cloud environments and integrating them into production workflows, ensuring that annotated data is leveraged to deliver real business impact.

Labeling Experience

Education

Work History