AI Researcher

// profile

Priyanka Singh

I am an AI Researcher specializing in Natural Language Processing and Large Language Models. My work focuses on developing more efficient and interpretable models. I thrive at the intersection of theoretical research and practical application, aiming to build AI that is both powerful and responsible.

Currently pursuing my PhD at the Institute of Advanced AI, I collaborate with leading minds to push the boundaries of machine intelligence. My goal is to contribute to the development of AI systems that can understand and generate human language with unprecedented accuracy and nuance.

// research & publications

NeurIPS 2024

Scalable Attention for Long-Context Models

Introducing a novel attention mechanism that reduces computational complexity from O(n²) to O(n log n).

ICML 2023

Self-Correction in Large Language Models

A framework for enabling LLMs to iteratively refine their own outputs based on a set of learned principles.

ACL 2023

Cross-Lingual Transfer with Minimal Data

Demonstrating effective fine-tuning for low-resource languages using parameter-efficient techniques.

// expertise

Python PyTorch TensorFlow Hugging Face NLP Computer Vision JAX Docker

// get in touch