Nabin Oli

Sunway College Kathmandu

Kathmandu, Nepal

I’m an undergraduate researcher working on low-resource NLP, multilingual speech modeling, and knowledge-augmented language systems. My work spans fine-tuning Nepali ASR models at Wiseyak Inc., contributing to Hugging Face TRL, and building logically validated knowledge graphs at CAIR-Nepal.

Currently a Research Intern at the Center for AI Research Nepal (CAIR), where I co-designed HeritageGraph — an OWL ontology for Nepal’s cultural heritage aligned with CIDOC-CRM, producing 17,894 inferred triples with zero unsatisfiable classes.

Language isn’t just a tool for communication. It’s how we interrogate our own thoughts — how we challenge what we know to reach what we don’t know yet. That’s what makes NLP more than just a subfield of AI for me. It’s a path to building machines that can reason, reflect, and maybe even rethink.

AI is the new electricity. If not Edison of this new electricity, I would want to become part of the grid at the very least.

news

Aug 01, 2025	No longer Junior Machine Learning Engineer @ Wiseyak
Jul 01, 2025	Junior Machine Learning Engineer @ Wiseyak
Jan 21, 2025	Machine Learning Internship @ Wiseyak
Aug 21, 2024	Appointed Operation Coordinator @ Pie and AI Kathmandu

latest posts

Jul 28, 2025	The Geometry of words in NLP

selected publications

ManiBench: A Benchmark for Testing Visual-Logic Drift and Syntactic Hallucinations in Manim Code Generation

Nabin Oli

In LOCUS Research Symposium, Feb 2026

Presented at LOCUS Research Symposium

Bib HTML Code

@inproceedings{oli2026manibench,
  title = {ManiBench: A Benchmark for Testing Visual-Logic Drift and Syntactic Hallucinations in Manim Code Generation},
  author = {Oli, Nabin},
  booktitle = {LOCUS Research Symposium},
  year = {2026},
  address = {NAST, Lalitpur, Nepal},
  month = feb,
  note = {Presented at LOCUS Research Symposium},
}

Dialograph: A Decision-Theoretic Framework for Proactive Educational Dialogue Using Temporal Graphs

Nabin Oli

2026 International Conference on Applied Artificial Intelligence (2AI), Feb 2026

In Review

Bib HTML Code

@article{oli2026dialograph,
  title = {Dialograph: A Decision-Theoretic Framework for Proactive Educational Dialogue Using Temporal Graphs},
  author = {Oli, Nabin},
  journal = {2026 International Conference on Applied Artificial Intelligence (2AI)},
  year = {2026},
  note = {In Review},
}

Knowledge Graphs: Structure, Function, and Significance

Niraj Karki, Nabin Oli, and Tek Raj Chhetri

In Book Chapter 3, Feb 2025

CAIR-Nepal

Bib HTML

@incollection{karki2025knowledgegraphs,
  title = {Knowledge Graphs: Structure, Function, and Significance},
  author = {Karki, Niraj and Oli, Nabin and Chhetri, Tek Raj},
  booktitle = {Book Chapter 3},
  year = {2025},
  publisher = {Under Review at Elsevier},
  note = {CAIR-Nepal},
}