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. Hereβs a snapshot of what I do:
π Focus Areas:
- Natural Language Processing (NLP)
- Generative AI
- Graph Neural Networks
π 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
π» 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.
π 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
𧩠What I Currently work on
- Fine tuning Large language models.
- Learning MLOps and cloud native applications
Letβs connect and explore the future of AI together! π
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