Research Interests

My research interests lie at the intersection of artificial intelligence, quantum computing, and their practical applications. I’m particularly passionate about:

• Natural Language Processing: Multilingual systems, semantic understanding, production NLP optimization
• AI in Education: Human-machine interaction, adaptive educational systems
• Quantum Computing Applications: quantum NLP, quantum-inspired optimization

Research Philosophy

I work across machine learning and physics, sharing code and findings openly as I go. The work should reach communities that stand to benefit from it, not just well-resourced labs. That same standard applies to ethics: if a project can’t justify its social value, it stays on the shelf.

Future Directions

I’m excited about pursuing graduate studies to deepen my theoretical foundations while continuing to focus on language models with practical impact. Areas of particular interest for future research include:

• Multilingual and cross-cultural AI systems
• Interpretable and culturally-compatible language models