Hello! I'm Visith Kumarapperuma, an enthusiastic undergraduate at the University of Colombo School of Computing, diving deep into the exciting realms of Computer Science. Here’s a snapshot of what I do:
🔍 Focus Areas:
- Natural Language Processing (NLP)
- Generative AI
- Graph Neural Networks
📚 Research Interests:
- Exploring the intersection of NLP, language models, and quantum computing
- Passionate about the potential of Generative AI to revolutionize human-computer interaction and push technological boundaries
💻 Technical Skills:
- ML/Python/Backend Engineering
- Developing cutting-edge generative AI applications
- API development using FastAPI
- Seamless integration with large language model (LLM) APIs
- Expertise with vector databases
- Proficient in asynchronous Python programming, OOP, and SOLID principles
- Skilled in Retrieval-Augmented Generation (RAG) design patterns
- Creating advanced Machine learning / Deep learning models for NLP, Time series or Vision tasks.
- Exploratory Data Analysis and applying ML algorithms for specific tasks.
🚀 What Drives Me:
- Solving real-world challenges with state-of-the-art AI techniques
- Eager to collaborate on innovative projects that blend technical skills with a deep curiosity for AI and machine learning
🧩 What I Currently work on
- Fine tuning Large language models.
- Learning MLOps and cloud native applications
Let’s connect and explore the future of AI together! 🚀
