Shaifali Choudhary

Generative Ai Researcher Capstone Project @Adobe

NY, US

Researching and developing a novel framework for persona-conditioned image editing, integrating structured user profiles (hierarchical taxonomies & style preferences) with multi-modal large language models (MLLMs) to deliver personalized editing suggestions- Engineering a comprehensive benchmark for personalized image editing models, utilizing real edit logs and augmented public datasets (MagicBrush, HQ-Edit) to evaluate model performance on user-disjoint and chronological splits, ensuring robust generalization- Architecting an end-to-end data and modeling pipeline that processes user histories, constructs personalized prompts, and fine-tunes generative models, bridging the gap between user behavior analysis and generative AI output.

Columbia University

Master of Science - MS, Data Science

Vellore Institute of Technology

B.Tech, Computer Science