publications

2026

1. Work in progress

   The Script

   Ranjit Raut, Aarav Subedi, and Ashim Shrestha

   2026

   Bib

   @article{thescript2026article,
     title = {The Script},
     author = {Raut, Ranjit and Subedi, Aarav and Shrestha, Ashim},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

2. HuggingFace

   Nepal Constitution Dataset

   Ranjit Raut

   2026

   Bib

   @misc{ranjitraut_nepal_constitution_dataset,
     title = {Nepal Constitution Dataset},
     publisher = {HuggingFace},
     author = {Raut, Ranjit},
     year = {2026},
     url = {https://huggingface.co/datasets/ranjitraut/nepal-constitution-dataset}
   }

3. HuggingFace

   Nepal Section-wise Act Datasets

   Ranjit Raut

   2026

   Bib

   @misc{ranjitraut_nepal_section_wise_act_datasets,
     title = {Nepal Section-wise Act Datasets},
     publisher = {HuggingFace},
     author = {Raut, Ranjit},
     year = {2026},
     url = {https://huggingface.co/datasets/ranjitraut/nepal-section-wise-act-datasets}
   }

4. Work in progress

   SCARLET - A Small Vision-Language & Reasoning Model

   Ranjit Raut, Aarav Subedi, Sagun Rai, and Sudan Jha

   2026

   Bib

   @article{scarlet2026article,
     title = {SCARLET - A Small Vision-Language & Reasoning Model},
     author = {Raut, Ranjit and Subedi, Aarav and Rai, Sagun and Jha, Sudan},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

5. IFIP

   Speculative AI Futures: Methodologies, Applications, and Critical Perspectives in Reimagining Human-AI Relations

   Ranjit Raut, Nimesh Timalsina, and Nishan Dahal

   2026

   Bib

   @article{seminar2026article,
     title = {Speculative AI Futures: Methodologies, Applications, and Critical Perspectives in Reimagining Human-AI Relations},
     author = {Raut, Ranjit and Timalsina, Nimesh and Dahal, Nishan},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

6. Work in progress

   Enhancing Medical Imaging with Diffusion-Transformers (EMIT)

   Ranjit Raut

   2026

   Bib

   @article{dit2026article,
     title = {Enhancing Medical Imaging with Diffusion-Transformers (EMIT)},
     author = {Raut, Ranjit},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

7. Work in progress

   AēroStats - An Intelligent IoT-based Air Quality Monitoring System

   Ranjit Raut and Yajjyu Tuladhar

   2026

   Bib

   @article{airquality2026article,
     title = {AēroStats - An Intelligent IoT-based Air Quality Monitoring System},
     author = {Raut, Ranjit and Tuladhar, Yajjyu},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

8. Work in progress

   Low-Resource Cross-Lingual Voice Cloning, Synthesis, Recognition, and Translation

   Ranjit Raut and Aarav Subedi

   2026

   Bib

   @article{lwr2026article,
     title = {Low-Resource Cross-Lingual Voice Cloning, Synthesis, Recognition, and Translation},
     author = {Raut, Ranjit and Subedi, Aarav},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

9. Work in progress

   NepKanun: A RAG-Based Nepali Legal Assistant

   Ranjit Raut, Bhabuk Thapa, Prasiddha Koirala, Sunil Regmi, and Bal Krishna Bal

   2026

   Bib

   @article{nepkanun2026article,
     title = {NepKanun: A RAG-Based Nepali Legal Assistant},
     author = {Raut, Ranjit and Thapa, Bhabuk and Koirala, Prasiddha and Regmi, Sunil and Bal, Bal Krishna},
     journal = {},
     volume = {},
     number = {},
     pages = {},
     year = {2026},
     publisher = {},
     url = {}
   }

10. Work in progress

    Benchmarking Nepali Optical Character Recognition, Evaluating Accuracy and Efficiency of Multiple OCR Tools for Devanagari-Based Nepali Text

    Ranjit Raut, Bhabuk Thapa, Prasiddha Koirala, and Bal Krishna Bal

    2026

    Bib

    @article{ocr2026article,
      title = {Benchmarking Nepali Optical Character Recognition, Evaluating Accuracy and Efficiency of Multiple OCR Tools for Devanagari-Based Nepali Text},
      author = {Raut, Ranjit and Thapa, Bhabuk and Koirala, Prasiddha and Bal, Bal Krishna},
      journal = {},
      volume = {},
      number = {},
      pages = {},
      year = {2026},
      publisher = {},
      url = {}
    }

11. Work in progress

    Domain Adaptation of Small Language Models through Continual Pre-Training on Nepali Jurisprudence

    Ranjit Raut, Bhabuk Thapa, Prasiddha Koirala, and Bal Krishna Bal

    2026

    Bib

    @article{slm2026article,
      title = {Domain Adaptation of Small Language Models through Continual Pre-Training on Nepali Jurisprudence},
      author = {Raut, Ranjit and Thapa, Bhabuk and Koirala, Prasiddha and Bal, Bal Krishna},
      journal = {},
      volume = {},
      number = {},
      pages = {},
      year = {2026},
      publisher = {},
      url = {}
    }

12. Work in progress

    Face Analysis and Reconstruction Components System (FaceARCs)

    Ranjit Raut, Ashim Shrestha, Aarav Subedi, Sijan Pandey, Safal Shrestha, and Harish Chandra Bhandari

    2026

    Bib

    @article{facearcs2026article,
      title = {Face Analysis and Reconstruction Components System (FaceARCs)},
      author = {Raut, Ranjit and Shrestha, Ashim and Subedi, Aarav and Pandey, Sijan and Shrestha, Safal and Bhandari, Harish Chandra},
      journal = {},
      volume = {},
      number = {},
      pages = {},
      year = {2026},
      publisher = {},
      url = {}
    }

13. SSRN

    Nepali Legal Expertise Through Generative and Extractive Pre-Trained Transformers (nLEGIT)

    Ranjit Raut, Bhabuk Thapa, Tishya Dhakal, Prasiddha Koirala, Aaryan Shakya, and Bal Krishna Bal

    Social Science Research Network, 2026

    Bib

    @article{legit2026article,
      title = {Nepali Legal Expertise Through Generative and Extractive Pre-Trained Transformers (nLEGIT)},
      author = {Raut, Ranjit and Thapa, Bhabuk and Dhakal, Tishya and Koirala, Prasiddha and Shakya, Aaryan and Bal, Bal Krishna},
      journal = {Social Science Research Network},
      volume = {},
      number = {},
      pages = {},
      year = {2026},
      publisher = {},
      url = {https://papers.ssrn.com/abstract=6324078}
    }

2025

1. SSRN

   Deep Reinforcement Learning For Mastering Asymmetric Strategies Of Baghchal

   Ranjit Raut, Aarav Subedi, Aaryan Shakya, Sagun Rai, and Manoj Shakya

   Social Science Research Network, 2025

   Bib

   @article{tigermove2025article,
     title = {Deep Reinforcement Learning For Mastering Asymmetric Strategies Of Baghchal},
     author = {Raut, Ranjit and Subedi, Aarav and Shakya, Aaryan and Rai, Sagun and Shakya, Manoj},
     journal = {Social Science Research Network},
     volume = {},
     number = {},
     pages = {},
     year = {2025},
     publisher = {},
     url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5694603}
   }

2. Roboflow

   FutVAR Football Players Detection Dataset

   Ranjit Raut and Sagun Rai

   2025

   Bib

   @misc{futvar-football-players-detection-dataset_dataset,
     title = {FutVAR Football Players Detection Dataset},
     type = {Open Source Dataset},
     author = {Raut, Ranjit and Rai, Sagun},
     url = {https://universe.roboflow.com/ranjit-raut-do9me/futvar-football-players-detection-dataset},
     journal = {Roboflow Universe},
     publisher = {Roboflow},
     year = {2025},
     month = {},
     note = {},
   }

3. SSRN

   Futebol Video Analytics and Reporting System (FutVAR)

   Ranjit Raut, Sagun Rai, Bikash Kumar Sah, and Shree Krishna Acharya

   Social Science Research Network, 2025

   Bib

   @article{futvar2024article,
     title = {Futebol Video Analytics and Reporting System (FutVAR)},
     author = {Raut, Ranjit and Rai, Sagun and Sah, Bikash Kumar and Acharya, Shree Krishna},
     journal = {Social Science Research Network},
     volume = {},
     number = {},
     pages = {},
     year = {2025},
     publisher = {},
     url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5348816}
   }

2024

1. SSRN

   One-Class Counterfeit Currency Classification Using Deep Support Vector Data Description (SVDD)

   Ranjit Raut and Aaryan Shakya

   Social Science Research Network, 2024

   Bib

   @article{occ2025article,
     title = {One-Class Counterfeit Currency Classification Using Deep Support Vector Data Description (SVDD)},
     author = {Raut, Ranjit and Shakya, Aaryan},
     journal = {Social Science Research Network},
     volume = {},
     number = {},
     pages = {},
     year = {2024},
     publisher = {},
     url = {https://papers.ssrn.com/abstract=6323799}
   }

2. Kaggle

   Nepali Currency High Resolution Image Datasets

   Ranjit Raut and Aaryan Shakya

   2024

   DOI Bib

   @misc{ranjit_raut_aaryan_shakya_2024,
     title = {Nepali Currency High Resolution Image Datasets},
     url = {https://www.kaggle.com/dsv/9668122},
     doi = {10.34740/KAGGLE/DSV/9668122},
     publisher = {Kaggle},
     author = {Raut, Ranjit and Shakya, Aaryan},
     year = {2024},
   }

3. IJICTDC

   Nepalese Currency Counterfeit Detection System

   Ranjit Raut, Aaryan Shakya, and Yagya Raj Pandeya

   International Journal of Information Communication Technology and Digital Convergence, 2024

   Bib

   @article{rauty2024article,
     title = {Nepalese Currency Counterfeit Detection System},
     author = {Raut, Ranjit and Shakya, Aaryan and Pandeya, Yagya Raj},
     journal = {International Journal of Information Communication Technology and Digital Convergence},
     volume = {9},
     number = {2},
     pages = {48-58},
     year = {2024},
   }