Welcome to my GitHub profile! I'm Waqar Hassan, a passionate Machine Learning and Artificial Intelligence researcher with a focus on developing and applying cutting-edge algorithms to solve real-world problems. I have experience working with a wide range of AI technologies, including Graph Neural Networks (GNNs), Deep Learning, Large Language Models (LLMs), and Recurrent Neural Networks (RNNs).
- Supervised Learning: Specializing in tasks like classification and quantification to solve complex prediction problems across various domains.
- Graph Neural Networks: Leveraging the power of GNNs to model relationships in structured data, especially for dynamic networks and temporal prediction.
- Deep Learning: Developing deep architectures for various tasks, including image and sequence data analysis, using state-of-the-art neural network frameworks.
- Recurrent Neural Networks (RNNs): Focusing on sequence-based models for time-series analysis, including variants like LSTMs and GRUs for better handling long-term dependencies.
- Large Language Models (LLMs): Exploring and fine-tuning pre-trained models such as GPT and BERT for natural language processing tasks.
- Crime Prediction Using GNNs: Applying Dynamic Self-Attention Networks (DySAT) to model and predict crime occurrences in urban areas, using temporal and spatial data.
- Supervised Learning Models: Building and fine-tuning models for various classification and quantification tasks, with a focus on accuracy and robustness.
- Text Generation with LLMs: Experimenting with large pre-trained language models to generate and classify text data for diverse applications.
I’m open to collaborating on projects that involve:
- Graph-based learning and dynamic networks
- AI applications in real-world domains such as crime analysis, healthcare, and finance
- Deep learning architectures for classification, prediction, or language models
Feel free to reach out if you're working on any exciting AI-related projects and are looking for collaboration!
- Email: waqar_comsat@yahoo.com
- WhatsApp: +55 16 98192-5633
- LinkedIn: Waqar Hassan
Let’s build something impactful together!