Shwetha Somasundaram
Research Associate II @ Adobe | NLP, Deep Learning
- Role
- Research Associate at Adobe
- Location
- Bengaluru, IN
- LinkedIn followers
- 500 followers
About Shwetha Somasundaram
Hi there! I’m currently a Research Associate II at the Multimodal Content Experiences Lab…
Experience
Research Associate
Jul 2022 — Present · Bengaluru, IN
Developed cutting-edge AI and ML solutions for Adobe products, enhancing user experience and functionality. • Fine-tuned advanced NLP and computer vision models, utilizing SFT, RLHF, GRPO training techniques. • Designed a training-free, token-level attribution algorithm leveraging contextual nature ofLLM embeddings, integrated for contract entity attribution in Acrobat. • Published research in top-tier conferences (EMNLP, ACL, EACL, NAACL) and filed multiple patents, contributing to Adobe\'s innovation pipeline.• Mentored multiple internship teams resulting in publications.
Education
SSN College of Engineering
Bachelor of Engineering, ECE
2018 — 2022
SRDF Vivekananda Vidyalaya, Chennai
Higher Secondary, Science Stream
2016 — 2018
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