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  • University Of Moratuwa

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roshanemoraes/README.md

Hey there!

I'm Adam Roshane Moraes, a passionate Computer Science & Engineering undergraduate, full-stack developer, open-source contributor, and AI/ML researcher.
I enjoy building scalable systems, experimenting with cutting-edge LLM architectures, and contributing to impactful open-source projects.


🔥 About Me

  • 🧑‍💻 Open-Source Contributor, contributing to systems engineering & platform tooling.
  • 🤖 AI/ML Researcher, focusing on multilingual NLP, Mixture-of-Experts architectures, and reinforcement-learning-based routing.
  • 🌱 Currently learning Software Engineering, Distributed Systems, and Advanced Machine Learning.
  • 📬 Reach me at [email protected]

📚 Research Work

I’m actively researching multilingual LLM architectures under the organization:
👉 https://github.com/Multilingual-LLMs-for-Classification

LLM Expert Framework for Multilingual Text Classification

  • Developed a multilingual Mixture-of-Experts routing system using reinforcement learning to improve expert selection and classification performance.
    Tech: Python | PyTorch | FastText | HuggingFace Transformers
  • Built scalable training, evaluation, and fine-tuning pipelines with LoRA/QLoRA, experiment tracking, and distributed ML acceleration.

🛠️ Languages & Tools

                             

🌐 Connect With Me


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