Shahed Sorower

Sr. Applied Scientist, AWS, Amazon

Joined

August 2024

Names

Shahed Sorower (Preferred)

Mohammad Shahed Sorower

Mohammad S Sorower

M. S. Sorower

Mohammad Sorower

Mohammad S. Sorower

Emails

****@capitalone.com (Confirmed)

****@gmail.com (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Sr. Applied Scientist

AWS, Amazon (amazon.com)

2025 – Present

Manager, Data Science

AI Foundations, CapitalOne (capitalone.com)

2020 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

STELP: Secure Transpilation and Execution of LLM-Generated Programs
Swapnil Shinde, Sahil Wadhwa, Andy Luo, Shahed Sorower
- Arxiv pre-print
- Readers: Everyone
Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models
Alberto Purpura, Sahil Wadhwa, Jesse Zymet, Swapnil Shinde, Akshay Gupta, Andy Luo, Melissa Kazemi Rad, Shahed Sorower
- ACL Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)
- Readers: Everyone
GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection
Melissa Kazemi Rad, Alberto Purpura, Himanshu Kumar, Emily Chen, Shahed Sorower
- EMNLP 2025 Main Conference
- Readers: Everyone
Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models
Alberto Purpura, Sahil Wadhwa, Jesse Zymet, Akshay Gupta, Andy Luo, Melissa Kazemi Rad, Swapnil Shinde, Mohammad Sorower
- CoRR 2025
- Readers: Everyone
Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment
Melissa Kazemi Rad, Huy Nghiem, Andy Luo, Sahil Wadhwa, Mohammad Sorower, Stephen Rawls
- CoRR 2025
- Readers: Everyone
Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment
Melissa Kazemi Rad, Huy Nghiem, Sahil Wadhwa, Andy Luo, Mohammad Shahed Sorower
- AAAI 2025 PDLM Oral
- Readers: Everyone
An Ontology-driven Treatment Article Retrieval System for Precision Oncology
Zheng Chen, Sadid A. Hasan, Joey Liu, Vivek V. Datla, Md. Shamsuzzaman, Hafiz Khan, Mohammad S. Sorower, Gabriel Mankovich, Rob van Ommering, Nevenka Dimitrova
- 2020 (modified: 11 Oct 2025)
- CoRR 2020
- Readers: Everyone
Improving Disease Named Entity Recognition for Clinical Trial Matching
Md Abdullah Al Hafiz Khan, Nevenka Dimitrova, Md. Shamsuzzaman, Sadid A. Hasan, Mohammad S. Sorower, Joey Liu, Vivek V. Datla, Mladen Milosevic, Gabe Mankovich, Rob van Ommering
- 2019 (modified: 11 Oct 2025)
- BIBM 2019
- Readers: Everyone
BoostER: A Performance Boosting Module for Biomedical Entity Recognition
Rahul Pandey, Rob van Ommering, Nevenka Dimitrova, Md. Shamsuzzaman, Sadid A. Hasan, Mohammad S. Sorower, Md Abdullah Al Hafiz Khan, Joey Liu, Vivek V. Datla, Mladen Milosevic, Gabe Mankovich
- 2019 (modified: 11 Oct 2025)
- BIBM 2019
- Readers: Everyone
Improving Automated Email Tagging with Implicit Feedback
Mohammad S. Sorower, Michael Slater, Thomas G. Dietterich
- Published: 01 Jan 2015, Last Modified: 02 Nov 2023
- UIST 2015
- Readers: Everyone

View all 15 publications

Co-Authors

View all 40 co-authors