Know Me

Image Captured : 2024 AD
I am Dhiraj Pyakurel, an educator, researcher, and software developer from Nepal, passionate about education, technology, and innovation. I enjoy teaching, mentoring students, conducting research, and developing practical technology solutions.
My professional interests focus on Artificial Intelligence, Machine Learning, Deep Learning, Neural Networks, Generative AI, Agentic AI, and emerging intelligent technologies. I am particularly interested in exploring how modern AI can be applied to solve real-world problems.
I believe in continuous learning, practical experimentation, and sharing knowledge to inspire students and contribute to technological advancement.

Professional Research / Papers

  1. Comparative Analysis of Snowmelt-Driven Streamflow Forecasting Using Machine Learning Techniques
    U. Thapa, B. M. Pati, S. Thapa, D. Pyakurel, A. Shrestha
    Water, 16(15), 2095, 2024.(doi : https://doi.org/10.3390/w16152095)
  2. Leveraging UAV Data and Deep Learning Models for Detecting Waste in Rivers
    B. M. Pati, B. Khadka, U. Thapa, S. K. Pal, S. Sakya, A. Shrestha, H. Joshi, et al.
    IEEE Access, 13, 99603–99627, 2025.(doi : 10.1109/ACCESS.2025.3576295)
  3. Enhancing the Efficiency of Deep Learning Models for Handwritten Text Recognition by Utilizing Meta-Learning Optimization Techniques
    R. Paudyal, D. Pyakurel(doi:https://doi.org/10.3126/jacem.v9i1.71399)
    Journal of Advanced College of Engineering and Management, 9, 1–13, 2024.
  4. Comparative Analysis of LSTM, Transformer, and TCN in Predicting Peptide-MHC Class II Binding Affinity
    D. Pyakurel, A. Dangol, A. Bhattarai, D. Thapa (doi:https://doi.org/10.3126/jacem.v11i1.84250)
    Journal of Advanced College of Engineering and Management, 11, 1–13, 2025.
  5. Unveiling Waste and Its Ripple Effect: Analyzing the Impact of Waste on Water Resources Quality
    B. M. Pati, B. Khadka, U. Thapa, S. K. Pal, D. Pyakurel
    NCE Journal of Science and Engineering (NJSE), Vol. 2, June 2025 (Find Paper)
Students Supervised (Project / Thesis)
  1. Facial Recognition Based Attendance Management System Name
    RK.Prasai, R.Bhusal,S.Rai,S.Tamrakar     (Advanced College of Engineering and Management)
  2. Flowchart-to-Code:Automated Python Code Generation from Flowchart Images Using Computer Vision and Deep Learning
    BJ.Thapa, A.Maraseni, K.Dhungana, P.Ghimire     (Advanced College of Engineering and Management)
  3. Nepali-English Code-Switched Automatic Speech Recognition for Broadcast Speeches
    R.Jnavaly, S.Adhikari, SM.Koiri, S.Pant     (Advanced College of Engineering and Management)
  4. Comparative Analysis of LSTM, Transformer, and TCN in Predicting Peptide-MHC Class II Binding Affinity
     A. Dangol, A. Bhattarai, D. Thapa (Advanced College of Engineering and Management)
  5. Self Parking Car
    K. Dhital, SB. Chand, S. Kafle, S. Upadhaya (Everest Engineering College)
  6. Bijuli Rides
    P. Shrestha, R.Bista, S. Adhikari, U. Shrestha(Advanced College of Engineering and Management)
  7. Secure Data Encriptyon and Decryption
    S.Nepal, B. Darlami, S.Bastakoti, S. Shrestha(Universal Engineering and Science College.)
  8. Sajilomandu
    D.Aryal, KM. Sah, S.Karna, A.Karna(Universal Engineering and Science College.)
  9. Analyzing Deep Learning Approaches in Unimodal and Multimodal Frameworks for Alzheimer’s Disease Stage Classification
    S.Sigdel, S.Khadka,SP Singh(Advanced College of Engineering and Management)
  10. COMPARATIVE STUDY ON OPTICAL COHERENCE TOMOGRAPHY (OCT)RETINAL DISEASE SEGMENTATION
    Y.Paudel, S.Prasai, S.Acharya, T.Shrestha(Advanced College of Engineering and Management)
  11. PROTEIN STRUCTURE PREDICTION USING DEEP LEARNING
    P.Sapkota, S.Bastola, SK.Shrestha, S.GC(Advanced College of Engineering and Management)
Industry Engagement

Nepller Technology (Chief Executive Officer.)
Shubham Media (Chief Technical Officer.)
Kalopati News Network (Board of Directors)
Arthasarokar News Pvt. Ltd(IT Head)
Suryapatro- Nepal Premium Digital Calendar (Board of Directors)
Entrance Tayari (Chief Executive Officer)
Nirwachan (Founder)
Achievements / Certifications

  1. University Grants Commission
    Trainor, 7 days Training on Arduino and Embedded Systems (2026 AD)
  2. Advanced College of Engineering
    Head, Department of BCA (2026 AD)
  3. Advanced College of Engineering and Management 
    Deputy Head, Department of Electronics and Computer Engineering (2024 AD)
  4. FNCCI and GIZ
    Trainee, Tax accounting Training(2019)
  5. All Nepal National Free Student Union, NCIT College
    Python Programming for Engineers - Trainor (2019 AD)
  6. Project Association for Computer and Electronics (PACE)
    Volunteer (2014 AD)
  7. Broadway Infosys Nepal
    Professional Training on PHP/MySQL Programming (2014 AD)
  8. Bridgewater International College
    Bridgewater Leadership Workshop 2010 (2010 AD)
  9. Computer Education for School (CEFS)
    Intermediate level of Web designing and Programming(2009 AD)
  10. Forum of Institutional Managers Managers
    Third, Interschool Dance Competition (2008 AD)
  11. Computer Education for School (CEFS)
    Advanced level of Web designing and Programming(2008 AD)
  12. Sareen Valley School
    Principle Participant, Interschool Poem Competition (2007 AD)
  13. Forum of Institutional Managers 
    First, Interschool Poem Competition (2007 AD)
  14. Computer Education for School (CEFS)
    Intermediate level of Web designing and Programming(2007 AD)

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