# Faezeh Safari

Faezeh Safari is a remote worker on Himalayas, Postgraduate Teaching Assistant at University of Exeter, based in United Kingdom.

Source: https://himalayas.app/@faezehsafari

```text
I build hallucination-resistant AI systems for medicine, agriculture, and responsible deployment.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | United Kingdom |
| Authorized to work in | United Kingdom |
| Salary expectations | 30k+ GBP |
| Job categories | Machine Learning Engineer, Research Scientist, Artificial Intelligence Engineer, NLP Engineer, Data Scientist, Computing Lecturer |
| Skills | Python, PyTorch, TensorFlow, Jax, Hugging Face Transformers, TransformerLens, scikit learn, Pandas, NumPy, Model Interpretability, Causal Intervention Analysis, Do Calculus, Counterfactual Inpainting, Riemannian Geometry, SPD Optimization, Latent Routing, Steering Systems, Hallucination Mitigation, Git, GitHub, Linux, BASH, Google Cloud Platform, Slurm, Weights Biases, Jupyter, LaTeX, Natural Language Processing, Computer Vision, Machine Learning, Deep Learning, Large Language Models, Knowledge Graphs, Clinical Decision Support Systems, Vision Language Models, Hypothesis Testing, Data Engineering, Experiment Tracking, Model Evaluation |
| Portfolio | https://github.com/FaezehMillerAI/CI-GCI.git |
| LinkedIn | https://linkedin.com/in/faezeh-s-8470841b3 |

## What I'm looking for

```text
I'm looking to build responsible, robust AI systems for high-impact domains such as healthcare, scientific reasoning, and agriculture, while contributing to AI safety, causal methods, and research-led product development.
```

## About

```text
I'm pursuing a PhD in Computer Science and Artificial Intelligence at the University of Exeter, where I develop AI systems for safety, medicine, and scientific reasoning. My work spans hallucination-resistant medical visual question answering, clinical decision support, neuroimaging, and agriculture language models.

I developed CI-GCI, a causal-interventional grounding and counterfactual inpainting approach for medical VQA, achieving 93.45% on VQA-RAD, 81.25% on SLAKE, and reducing hallucination rates to 14.2%. I also co-develop domain-specific Small Agriculture Language Models connected to structured knowledge graphs for crop pathology diagnosis.

Across University of Exeter, Razi University, and industry ML engineering work, I've built PyTorch and TensorFlow pipelines for computer vision, NLP, and tabular data. I also teach computer science and machine learning, mentor students and researchers, and contribute research on NLP, causal grounding, connectome fingerprinting, and responsible AI.
```

## Experience

### Postgraduate Teaching Assistant (current)

University of Exeter. Sep 2025 - Present

```text
Mentoring undergraduate and postgraduate students in computer science, machine learning, and AI laboratory modules.
```

Skills: Mentorship, Machine-Learning, AI, Computer-Science

### Research Associate (AI, NLP & Cognitive Systems) (current)

Razi University. Oct 2023 - Present

```text
Investigated transformer-based language representations, causal grounding, emotion/personality feature dynamics, and predictive modeling. Authored high-impact journal and conference papers across IEEE, Elsevier, Springer, and ACM venues.
```

Skills: Transformers, NLP, Causal-Inference, predictive-modeling, Research, Writing

### AI Expert & Technical Research Manager

Technical University of Kermanshah. Sep 2024 - Feb 2025

```text
Led technical design and deployment of machine learning pipelines across multidisciplinary research initiatives. Supervised data engineering, experiment tracking, and model evaluation protocols; mentored junior researchers.
```

Skills: Machine-Learning, Data-Engineering, Experiment-Tracking, Model-Evaluation, Mentorship

### AI & Machine Learning Engineer

Karlancer & Ponisha. Feb 2021 - Feb 2025

```text
Designed and productionized PyTorch/TensorFlow models for computer vision, NLP, and tabular data pipelines.
```

Skills: PyTorch, TensorFlow, Computer-Vision, NLP, Tabular-Data

### Lecturer in Computer Science

Razi University. Dec 2022 - Jan 2024

```text
Delivered core undergraduate lectures on algorithms, Python programming, and data structures.
```

Skills: Teaching, Algorithms, Python, Data-Structures

### Research Assistant

Razi University. Sep 2021 - Oct 2023

```text
Conducted empirical ML experiments, statistical significance testing, and peer-review synthesis.
```

Skills: Machine-Learning, Statistical-Testing, Research

### Data Science Intern

British Airways. Mar 2023 - Aug 2023

```text
Implemented NLP clustering, LSTM modeling, and statistical hypothesis testing on large-scale text datasets.
```

Skills: NLP, Clustering, LSTM, Hypothesis-Testing

## Education

### University of Exeter

Doctor of Philosophy, Computer Science and Artificial Intelligence. 2025 - Present

```text
Pursuing a PhD in Computer Science and Artificial Intelligence, with research focused on AI safety, large language models, and medical applications.
```

### Razi University

Master of Science, Computer Engineering. 2020 - 2022. Grade: 19.00/20.00

```text
Completed a Master of Science in Computer Engineering with a focus on Artificial Intelligence and Robotics, graduating with first rank and exceptional talent.
```

### Payame Noor University

Bachelor of Arts, English Language Translation and Linguistics. 2015 - 2019. Grade: 18.61/20.00

```text
Earned a Bachelor of Arts in English Language Translation and Linguistics, graduating with first rank.
```

## Tech stack

- Google Cloud Platform
- GitHub
- Jupyter
- NumPy
- Pandas
- Python
- TensorFlow
- PyTorch
- scikit-learn
- Linux
- Git
- Weights & Biases
- JAX
- Bash

To contact Faezeh, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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