Arezoo Rajabi

Senior AI/ML Engineer | Senior Data Scientist | Trustworthy AI Researcher

Adjunct Faculty Member; University of Washington

About Me:

Currently, I am an AI/ML Engineer at Wells Fargo, where I develop machine learning and generative AI solutions for large-scale enterprise applications, including LLM-powered assistants, fraud detection, anomaly detection, and computer vision systems.

My research and engineering interests lie at the intersection of:

  • Large Language Models (LLMs)
  • Generative AI & Agentic Systems
  • AI Safety and Responsible AI
  • Privacy-Preserving Machine Learning
  • Deep Learning Security
  • ML Evaluation and Reliability

Previously, I was a Postdoctoral Scholar at the University of Washington Network Security Lab and earned my Ph.D. in Computer Science from Oregon State University.

Research focus:

  • Membership inference attacks
  • Backdoor attacks
  • Differential privacy
  • Secure and trustworthy deep learning

Published in:

  • ACM CCS
  • NeurIPS workshops/challenges

Research & Engineering Interests

  • Generative AI: Large Language Models, Retrieval-Augmented Generation (RAG), Agentic AI Systems, LLM Evaluation, Preference Optimization, Human Feedback Learning
  • Trustworthy AI: AI Safety, Responsible AI, Privacy-Preserving ML, Model Security, Robustness Evaluation
  • Applied Machine Learning: Fraud Detection, Anomaly Detection, Forecasting, Computer Vision, Enterprise AI Systems

Technical Skills

  • AI & Machine Learning: PyTorch | TensorFlow | Scikit-learn | XGBoost | LightGBM
  • Generative AI: LLMs | RAG | LangChain | Prompt Engineering | LLM Evaluation | Agentic AI | Embeddings
  • AI Safety: Responsible AI | AI Alignment | Differential Privacy | Adversarial ML | Model Robustness
  • Cloud & Data Engineering: GCP | PySpark | Big Data | ML Pipelines
  • Programming: Python | SQL | Java | Linux | Git

Education

  • Ph.D. degree in Computer Science, Department of Computer Science, Oregon State University (2014-2021)

  • M.Sc. degree in Computer Engineering, Department of Computer Engineering, Sharif University of Technology (2011-2013)

  • B.Sc. degree in Computer Secience, Department of Computer Science, Sharif University of Technology (2006-2011)