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Momin Abbas

Senior Research Scientist specializing in LLM safety, robustness, and out-of-distribution detection

IBMRensselaer Polytechnic InstituteYorktown Heights, NY5 Years ExperienceSenior LevelWorks On-Site

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Experience

Research Scientist (Responsible AI group)IBM · Jan 2025 – Present
AI Research InternIBM · May 2024 – Aug 2024internship
Graduate Research AssistantRensselaer Polytechnic Institute · May 2021 – Dec 2024part-time
Process EngineerTetra Pak · Aug 2020 – Jan 2021

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Education

Rensselaer Polytechnic Institutemaster, Electrical Engineering (2024)
National University of Sciences and Technologybachelor, Electrical Engineering (2020)
Cambridge International Examinationshigh_school, Sciences (2016)

Awards

  • Invited research talk on ‘Scalable Solutions to Out-of-Distribution detection in ML Systems’ - Columbia University (Nov 2025)
  • Invited research talk on “AI Safety and Robustness using Synthetic Data” - Ploutos (May 2025)
  • Invited guest lecture on AI Fairness and Reliability - Rensselaer Polytechnic Institute (Oct 2024)
  • Founders Award of Excellence - Rensselaer Polytechnic Institute (Oct 2023)
  • Travel grant - Human-aligned AI Summer School, Prague (Jul 2024)
  • Travel grant - Human-aligned AI Summer School, Prague (Jul 2022)
  • International Conference on Machine Learning (ICML) 2022 Participation Grant (Jun 2022)
  • NUST Highest Merit Scholarship (Sep 2016-Jul 2020)
  • Dean's List recipient - NUST (Sep 2016-Jul 2020)
  • KAIST Electrical Engineering Camp 2019 Travel Award (Sep 2019)
  • National Runner Up - L'Oréal BrandStorm’19 (Feb 2019)
  • Asia Region Finalists - PepsiCo Change the Game (Dec 2018)
  • Best Table Topic Speaker Award - International ICAP Toastmasters Club (Sep 2018)
  • First Position as a Vocalist - SEECS Got Talent (Sep 2016)
  • Two Gold Medals for academic excellence in GCE A-Level and O-Level examinations (Jul 2014 & Jul 2016)
  • Rank 1 - A-level, Sciences, Pakistan (4 A*s)

Skills

A/B TestingAWSC++Deep LearningGenerative AIGitGitHubKerasKubernetesLangChainLoRALSTMMachine LearningMATLABMicrosoft Office

Languages

English

Certifications

Responsible Conduct of Research (Engineering and Computer Science) – CITI ProgramMachine Learning (Stanford University)Convolutional Neural Networks in TensorFlowGenerative AI with Large Language ModelsBuild LLM Apps with LangChain.jsFunctions, Tools and Agents with LangChainPractical Multi AI Agents and Advanced Use Cases with CrewAIReinforcement Fine-Tuning LLMs with GRPOMS Office Specialist

Publications

8 publications

Out-of-distribution (OOD) detectionSynthetic data generationLLM safety and robustnessIn-context learningFew-shot learningModel calibrationMeta-learningBilevel optimizationFederated learningWireless symbol detection

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Momin AbbasSenior Research Scientist specializing in LLM safety, robustness, and out-of-distribution detection