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yasamanhbn/README.md

👋 Hi, I'm Yasaman Haghbin

Research Assistant at Columbia university
M.Sc. in Artificial Intelligence & Robotics @ University of Tehran
Passionate about Machine learning, Generative AI, and Healthcare ML
Researching Parkinson Screening, Alzheimer’s detection and synthetic data generation


🔬 Research Interests

  • Machine Learning and Deep Learning
  • Machine Learning for Healthcare & Medical Imaging
  • Deep Generative Models & Syntetic Data Generation
  • Natural Language Processing & Large Language Models

🏆 Honors & Awards

🏅 Achieved the Special Recognition Prize and the Explainability Prize in the NIA Challenge Competition: Model Arena (Acoustic Track) as a member of the "speechCARE" team
📢 Oral presentation, 13th Basic and Clinical Neuroscience Congress, Tehran, 2024
🎤 Speaker at 4th Symposium on AI in Health & Medicine (Parkinson’s Disease, 2024)
🥇 1st place in Teen Programming Competitions, Tehran


🛠️ Skills

Languages: Python, R, C++, C, Java
AI/ML: PyTorch, TensorFlow, Scikit-learn, Hugging Face
Robotics: ROS, Webots
Web Dev: Vue.js, Nuxt.js, Fastify.js
Tools: Git, Docker, LaTeX


📚 Selected Publications

📄 Feature-to-Image Data Augmentation: Improving Model Feature Extraction with Cluster-Guided Synthetic Samples ➡️ arXiv preprint (2024)
📄Resilient Federated Adversarial Learning With Auxiliary-Classifier GANs and Probabilistic Synthesis for Heterogeneous Environments ➡️ IEEE Transactions on Network and Service Management (2025)

Pinned Loading

  1. SpeechCARE/SpeechCARE-NIA-Phase2 SpeechCARE/SpeechCARE-NIA-Phase2 Public

    Python 3 1

  2. SpeechCARE/LLMCare SpeechCARE/LLMCare Public

    Jupyter Notebook 2 1

  3. Diffusion-Model-Cifar10 Diffusion-Model-Cifar10 Public

    Implementation of Diffusion Model for Cifar10

    Jupyter Notebook 15

  4. AuxiFed AuxiFed Public

    Python 1

  5. LLM_finetunning LLM_finetunning Public

    LLM Fine-Tuning with LoRA & TinyStories with vLLM Inference

    Python 1