Taha Bahadori
Principal Machine Learning Scientist @ Amazon | GenAI Safety, Causal Inference
- Role
- Principal Machine Learning Scientist at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Taha Bahadori
I have three main research areas in machine learning:1. Generative AI safety is currently my key focus. I work on both safety alignment of LLMs and also design of safety guardrails.2. Interpreting deep learning models is one of my main research interests and I have published several research papers on this subject.3. Robust causal inference using machine learning tools. Most of my causal inference work has been in Amazon, understanding the causes of workplace injury among Amazon Associates.
Experience
Principal Machine Learning Scientist
Mar 2024 — Present · Seattle, WA, US
Education
University of Southern California
PhD, Electrical Engineering
2008 — 2013
Sharif University of Technology
Bachelar of Science, Electrical Engineering
2004 — 2008
Skills
- R
- Machine Learning
- Algorithms
- Recommender Systems
- Text Classification
- Python
- Matlab
- Data Analysis
- Causal Inference
- Time Series Analysis
- Information Retrieval
- Signal Processing
- Mathematical Modeling
- Computer Science
- Bayesian Statistics
- Unix Shell Scripting
- Optimizations
- C++
- Data Mining
- Statistics
- Big Data
- C
- Optimization
- Social Media
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