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farnazgh/README.md

🚀 R&D Engineer | Machine Learning | NLP Enthusiast 🌟

Welcome to my GitHub profile! I'm passionate about staying at the forefront of ML research and leveraging NLP to solve real-world challenges. With a strong interest in pushing the boundaries of technology, I continuously follow state-of-the-art ML advancements to drive innovation.

🔬 Research Focus:

  • Keeping up with the latest advancements in ML, exploring cutting-edge techniques, and understanding their applications.
  • Enhancing existing methodologies by building upon state-of-the-art machine learning algorithms.
  • Testing and implementing state-of-the-art technologies to address the complex issues faced by companies, bringing practical solutions to the table.

💡 Current Projects:
1️⃣ Enhancing Safety in Dialogs: Leveraging prompt-generated synthetic data to improve safety measures in conversational AI systems.
2️⃣ Controlling Text Generation: Applying retrieval augmented approaches to gain more control and coherence in generating natural language text.
3️⃣ User Behavior Extraction and Tracking: Extracting valuable insights from dialog sessions to track and understand user behavior patterns, facilitating personalized interactions.

Technical Skills:
Machine Learning, Natural Language Processing (NLP), Deep Learning, Python, TensorFlow, PyTorch, Scikit-learn, Neural Networks, ..

Let's collaborate and drive the future of ML and NLP together! Connect with me and let's create intelligent systems that make a difference. 🌍✌️

📫 You can reach my research notes in Medium or connect with me on LinkedIn.

Pinned

  1. Covid19-Data-Analysis Covid19-Data-Analysis Public

    Data analysis of Covid Virus spread in different countries

    Jupyter Notebook

  2. Recommender-system-by-NMF Recommender-system-by-NMF Public

    Non-negative matrix factorization method

    Jupyter Notebook

  3. Lyrics-Generator Lyrics-Generator Public

    Lyric generation by LSTM and statisitcal methods

    Jupyter Notebook

  4. CRF-LSTM-for-Slotfilling CRF-LSTM-for-Slotfilling Public

    CRF-LSTM model for slotfilling

    Jupyter Notebook

  5. Somerville-Happiness-Survey Somerville-Happiness-Survey Public

    supervised models to predict the happiness by entering categorical features as input

    Jupyter Notebook 1

  6. se2seq-chatbot-pytorch se2seq-chatbot-pytorch Public

    Python 1