I am an AI & Data Science undergraduate focused on building production-grade intelligent systems across machine learning, NLP, LLM pipelines, and backend APIs.
I enjoy working on systems that go beyond notebooks - from model training and evaluation to deployment-ready APIs, multi-model workflows, and real-world user-facing AI products.
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Transformer-based NLP system for converting code-mixed Singlish into Sinhala script using multi-phase training, multi-model fallback, and evaluation with BLEU, WER, and CER.
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AI-powered travel planning system with multi-agent architecture, recommendation logic, conversational interaction, and intelligent trip planning workflows.
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End-to-end time-series forecasting system leveraging LSTM neural networks and real-time financial data to predict stock prices and generate intelligent trading signals.
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- I build production-ready AI systems, not just notebooks
- I combine research thinking with engineering execution
- Strong expertise in Transformers, LLM pipelines, and ML systems
- Experience with real-world datasets and evaluation metrics
- Focus on scalability, deployment, and real-world impact
⚡ From data → intelligence → real-world impact