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rozhix/README.md

πŸ‘‹ Hi, I'm Rozhina Taghdimi

πŸŽ“ Ph.D. Student in Electrical and Computer Engineering | 🧠 Machine Learning Engineer | πŸ€– LLM & AI Researcher

πŸ”Ή About Me

I'm a Machine Learning Engineer with 3+ years of experience, specializing in NLP, Large Language Models (LLMs), Python programming, data analysis, and AI security. My expertise lies in developing and fine-tuning AI models, working with complex datasets, and building scalable AI solutions. Currently, I'm a Ph.D. student at the Rochester Institute of Technology (RIT) and a Research Assistant, focusing on LLM security, and defense mechanisms.


πŸ”Ή Research & Work Experience

🏒 Machine Learning Engineer @ Fanap (2021–Present)

  • πŸš— Connected Cars: Developed models to predict collision points using vehicle movement data and road network analysis.
  • πŸ”‹ Predictive Maintenance: Built models to estimate the Remaining Useful Life (RUL) and State of Health (SOH) of lithium-ion batteries.
  • πŸ“ˆ AI in Forex Trading: Created models for price prediction, news trading, and automated decision-making.
  • πŸ’¬ Sentiment Analysis: Designed models to classify emotions in text.
  • πŸ„ Computer Vision in Agriculture: Developed models for animal detection on farms.
  • 🚘 License Plate Recognition: Implemented a computer vision model for automatic license plate detection.

πŸŽ“ Research Assistant @ RIT (2023–Present)

  • πŸ† Working on LLM security, and defense mechanisms to ensure AI safety.
  • πŸ” Exploring guardrails to improve LLM robustness.

πŸ”Ή Skills & Tools

πŸ’» Programming

Python

πŸ›‘ AI Security

Jailbreak Attacks Defense Strategies LLM Guardrails

πŸ›  Frameworks & Libraries

TensorFlow PyTorch Scikit-Learn Hugging Face Keras NumPy Pandas

πŸ“Š Data Science & Visualization

Matplotlib Seaborn Plotly Folium Tableau

πŸ›  Tools

Jupyter Notebook Git Docker


πŸ”Ή Publications

πŸ“„ Advancing TTP Analysis: Harnessing the Power of Encoder-Only and Decoder-Only Language Models with Retrieval Augmented Generation


🌐 Let's Connect

Email Google Scholar LinkedIn GitHub Discord

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