Welcome to my GitHub! I’m a Data Science enthusiast with a passion for Deep Learning, Natural Language Processing (NLP), and Generative AI (GenAI). I recently graduated with a Bachelor of Computer Applications (BCA) and I’m currently studying Data Science. I’m working on projects that leverage cutting-edge AI technologies to create impactful solutions.
I am passionate about solving real-world problems using data, and I’m particularly focused on applying Generative AI and Deep Learning models to generate new data, such as text, images, and more.
- Programming: Python, HTML, CSS
- Machine Learning: Regression, Classification, Clustering, Dimensionality Reduction
- Deep Learning: Neural Networks, CNNs, RNNs, Autoencoders, GANs
- Natural Language Processing: Text Classification, Sentiment Analysis, Named Entity Recognition, Transformers
- Generative AI: GANs, Variational Autoencoders, Text Generation, Image Generation
- Tools & Libraries:
- Data Science: Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn
- Deep Learning: TensorFlow, Keras, PyTorch
- NLP: NLTK, SpaCy, Hugging Face Transformers, Gensim
- Generative AI: TensorFlow, PyTorch, OpenAI GPT, DALL·E, Stable Diffusion
- Others: Git, Jupyter, Docker
I’m currently focusing on the following areas:
- Text generation with transformers like GPT
- Image generation using DALL·E and Stable Diffusion
- Developing Generative Adversarial Networks (GANs) for creative applications and data generation
I’m also diving into various data science projects, applying machine learning and deep learning techniques to extract insights from data.
- Enhancing my skills in Generative AI, specifically GANs, VAEs, and Diffusion Models
- Mastering Data Science concepts such as data preprocessing, model evaluation, and feature engineering
- Exploring Advanced Deep Learning architectures and NLP techniques for better predictive models
GitHub is where I document my projects, learnings, and experiments. You’ll find:
- Data science projects, including machine learning and deep learning models
- Generative AI experiments, especially in text and image generation
- Collaborative work and tutorials to help others learn along the way
I’m always open to feedback, collaboration, and discussing the latest trends in Data Science, Generative AI, and Deep Learning. Feel free to check out my repositories, open an issue, or reach out if you want to collaborate or share ideas!
Thank you for visiting, and happy coding! 😊