I'm a computer science and math student working on machine learning. I like board games and deep neural networks.
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🧑🎓 I'm a rising Junior at New York University (NYU).
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🔭 I'm currently working on a research project with Professor Torsten Suel at the Department of Computer Science and Engineering at NYU Tandon.
The research focuses on enhancing information retrieval accuracy and efficiency by using machine learning to improve learned inverted index structures derived from complex transformer-based ranking systems. To learn more, visit my blog post: Improving Learned Index Structures
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💼 I'm also occasionally involved in programiz.com to help build their machine learning pipeline for Programiz Pro AI which helps users in code explanation and debugging.
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👯 I am always open to discussing new projects, creative ideas, and opportunities.
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⚡ Fun fact: In between training neural networks, I enjoy immersing myself in a game of chess. Feel free to challenge me on Lichess.
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📝 I have recently developed a keen interest in penning down my thoughts, musings, and experiences as blog posts.
Updated 8th July 2023
- Mastering the Nepali Board Game of Bagh Chal with self-learning AI
- Developing The Content Workflow System for Programiz
Visit soyuj.com/blog to checkout all of my writings.