MSDSA Thesis works

2080 Batch

Thesis Title Student Supervisor
DETECTION OF DAMAGES AND EAVESDROPPING IN DATA CABLES Amit Duwal Dr. Basanta Joshi
Deep Learning Models for Flood Detection and Monitoring Amit Bhattarai Dr. Ranju Kumari Shiwakoti
INTEGRATION OF DEEP LEARNING-BASED OBJECT DETECTION AND NON-LETHAL DETERRENCE SYSTEM FOR HUMAN-MACAQUE CONFLICT MITIGATION Sabal Thapa Santosh Giri
Physics-Guided Interaction Sparsification for Efficient Ego Trajectory Prediction Abhishek Silwal Anku Jaiswal
END-TO-END MODEL FOR NEPALI CODE-MIXED SPEECH Bijaya Khanal Dr. Basanta Joshi
A MULTI-OUTPUT MACHINE LEARNING FRAMEWORK FOR SITE-SPECIFIC FERTILIZER QUANTITY RECOMMENDATION REFLECTING NEPAL’S DIVERSE AGRICULTURAL LANDSCAPE Kriti Nyoupane Santosh Giri
DeepTrust: A Hybrid Transformer-CNN Model for Deepfake Detection with Zero-Knowledge-Based Blockchain Authentication Suman Lamichhane Prof.Dr. Subarna Shakya
NEPALI SPEECH EMOTION RECOGNITION USING VARIATIONAL QUANTUM CIRCUITS Nishchal Pokhrel Dr. Nanda B Adhikari
MARKER BASED VISION SYSTEM FOR POSE ESTIMATION AND TRACKING OF CIVIL STRUCTURES Sushant Chalise Dr. Basanta Joshi
Efficient 3D Reconstruction and Rendering From Diverse Visual Data Nikesh D.C. Santosh Giri
Multi-Stage Malaria Parasite Classification In Thin Blood Smears: An Explainable AI (XAI)-Guided CNN Approach Bishwas Dangol Dr Sanjeeb Prasad Panday
MENTAL ARITHMETIC TASK CLASSIFICATION USING LIMITED
CHANNEL EEG AND FNIRS MULTI MODAL SIGNALS
Rupak Khatiwada Sanjivan Satyal
A STUDY OF TIMBRE TRANSFER IN SARANGI USING LATENT DIFFUSION Aashish Shrestha Sanjivan Satyal

2079 Batch

Thesis Title Student Supervisor
Towards Better Sentiment Analysis of Romanized Nepali Text: A Focus on Normalization and Preprocessing Chandra Prakash Chaudhary Santosh Giri
Sentence-Level Metaphor Detection Using BERT-Based Nabin Bhusal Sanjivan Satyal
Nepali Sentiment Analyzer with Explainable AI: A Sentiment Level Sentiment Analysis for Nepali Language Using BERT with Explainable AI Palisha Shrestha Dr. Aman Shakya
Passive Measurement-Based Multi Class Classification for Physical Layer Security and Anomaly Detection in Wired Networks Prabin Dhakal Dr. Nanda Bikram Adhikari
Performance Analysis of Different Quantum Key Distribution Protocol for Optimized Security and Efficiency Prakash Dhakal Dr. Babu Ram Dawadi
Infographic Authoring for Statistics-Related Natural Language Statement Rajad Shakya Daya Sagar Baral
Data-Driven Approach for Fatigue Classification of Workers in an Assembly Line Using LSTM-Based Autoencoders Rashika Karki Dr. Basanta Joshi & Dr. Francesco Picariello
Explainable AI for Multimodal Hate Speech Detection: A Transfer Learning-Based Study on Social Media Memes Jit Bahadur Khamcha Prakash Chandra Prasad

2078 Batch

Thesis Title Student Supervisor
Energy-Aware Adaptive Configuration for Self-Powered LoRa Sensor Node with Deep Reinforcement Learning Baikuntha Kumar Acharya Dr. Arun Kumar Timalsina
NepaliBERT: BERT Transformer Model for Nepali Text Summarization Bijaya Bhatta Dr. Arun Kumar Timalsina
Interpreting Pre-trained Word Embeddings using Parts of Speech Metarepresentations Biraj Silwal Dr. Shashidhar Ram Joshi, Sanjivan Satyal
Continual Learning with Hard Attention Parameter Masking Chandra P. Raskoti Sharad Kumar Ghimire
Sentence-Level Nepali Sign Language Recognition Dinesh Bhusal Daya Sagar Baral
Video Captioning in Nepali language using encoder decoder Kabita Parajuli Dr. Shashidhar Ram Joshi
Record Access From Within IotMT Network Using Blockchain Lekh Nath Khanal Sanjivan Satyal
Video Summarization through Action Classification Using DL Techniques Mikal Shrestha Dr. Sanjeeb Prasad Panday
Severity Classification Segmentation of Covid-19 From Chest CT Image Prabhakar Singh Dr. Shashidhar Ram Joshi
Detection of co-infections in RNA viruses with cDNA front and reverse complement sequencing through BI-LSTM Prasanna Man Rajbanshi Dr. Babu Ram Dawadi
Scalable solutions for efficient real-time distributed video analytics with vehicle detection on CPU edge nodes Shekhar Khadka Sharad Kumar Ghimire
NepaliGPT: Generative language model for Nepali language Shushanta Pudasaini Dr. Aman Shakya
Wildfire Detection From LandSat 8 Images Using Vision Transformer Sijan Dhungana Dr. Sanjeeb Prasad Panday
Aspect Based Sentiment Analysis of Nepali Text using BERT Based Model Suprabha Regmi Dr. Aman Shakya

2076 Batch

Thesis Title Student Supervisor
Improving NVMe Storage Performance through Latency-Aware User Layer Semantics Manish Gyawali Dr. Arun Kumar Timalsina
Session Based News Recommender System Using GRU Ankit Karna Dr. Arun Kumar Timalsina
Stock Market Prediction Using Deep Learning Biswash Koirala Dr. Arun Kumar Timalsina
Blockchain Based E-Voting With Zero-Knowledge Proof Using Smart Contracts Juned Alam Prof. Dr. Shashidhar Ram Joshi
Assessing the Impact of Pressing & Passing Patterns of A Football Match on Expected Goals Using Graph NN Pratik Pokharel
Detection of Diabetic Retinopathy by Classical-Quantum Transfer Learning Pumal Dahal Dr. Basanta Joshi
Anomaly Based Network Intrusion Detection System Using Autoencoder and Support Vector Machine Raushan Kumar Pan Sharad Kumar Ghimire
Hybrid Quantum-Classical Deep Learning Model For Prediction of COVID-19 using Chest X-ray Images Anish Baral
Customer Churn Prediction Model combining K-Means based Customer Segmentation with XGBoost in Telecom Sagar Maan Shrestha Dr. Aman Shakya
Log Anomaly Detection using Hybrid Attention-Based Transformer Model Saloni Shikha Dr. Arun Kumar Timalsina
Nepali Sign Language Gesture Recognition using Deep Learning Sanyukta Ligal Daya Sagar Baral
Earthquake Affected Building Damage Classification using Machine Learning Sobit Regmi Dr. Babu Ram Dawadi