MASTERS IN DATA SCIENCE

PROJECT TITLE TECHNOLOGIES STUDENT(S)
Evaluating the Efficacy of Pseudo-Labels for Galaxy Redshift Estimations in a Semi-Supervised Learning Model Python, jupyter, scikit learn,supervised model, unsupervised model, semi-supervised model, pseudo-lables, astropy, Bayesian Neural Network, Monte Carlow Dropout, pandas, numpy Amisha Das
Optimizing Cash Balance for Branch Efficiency: A Machine Learning Approach Spatiotemporal Models Anjalee Uresha Lokusooriya
Can clustering techniques successfully group prescription drugs based the severity of adverse drug reactions in order to provide personalised alternative medication recommendations? Machine Learning, Clustering Athulya Shanty
Evaluating Machine Learning Algorithms for Ransomware Detection: A Comparative Study ML,DL,Unsupervised and Supervised Learning, AI Babavali Shaik
From Reactive to Predictive: AI-Driven Anomaly Detection for Industrial Robot Maintenance Python, Jupyter Notebook, RNN-LSTM, Tensor Flow, Scikit Learn, XGBoost / LightGBM / CatBoost Gokul Thillainathan
Comparative Analysis of Large Language Models for Generating Machine Learning and Deep Learning Models: Performance Evaluation Across Industry Use Cases LLMs, TensorFlow/Keras, PyTorch, Scikit-learn, LLM Orchestration & Integration Jebin Jolly Abraham
Enhancing Health Insurance Fraud Detection Using Advanced Data Augmentation and Ensemble Learning Python,Jupyter Notebooks,CTAB-GAN, Random Forest , XGBoost, Pandas, NumPy, Matplotlib, Seaborn Joel Sangeth Mollel
Devenoping an NLP Model for Thoughts Restructuring in ADHD Users NLP, Python, BERT, Hugging Face Transformer, Pandas,spaCy Lay Hwang Koay
AI powered chatbot for human-Like conversations to support and guide individuals facing loneliness and depression BERT & GPT , python, Mongodb Mitul Srivastava
Fine-Tuning YOLOv11 for Enchanced Human Detection in Search and Rescue Missions PyTorch, TensorFlow,Ultralyrics YOLO , OpenCV,NumPy,Pandas,YOLO,Roboflow,Python,Jupyter Muhammad Danial Hakim Nor Azman
AI powered Drug discovery using deep learning Transformer like BERT,GPT,NLP,medical ontologies like UMLS,Neutral networks Nikhil Joseph
Fake News Detection Using Uncased DistilBERT: A Comprehensive Approach to Transformer-Based Text Classification Python, Hugging Face Transformers, Scikit-learn, Pandas, TensorFlow/PyTorch, Uncased DistilBERT Sai Ram Gunturu
Intelligent News Recommendation Engine with User Behaviour Analysis Using T5 Transformer Model Python, Hugging Face Transformers, TensorFlow/PyTorch, FastAPI, T5 Algorithm Sai Triveni Kottapalli
Analysing and Predicting the Impact of Weather on Traffic Flow and Congestion Python, jupyter notebook, pandas, numpy,RNNs,TrafficBERT Shon Tom
AI-Powered Renewable Energy Forecasting Platform Python, TensorFlow, PyTorch, XGBoost, Hybrid LSTM, CNN-LSTM, Statsmodels, Prophet, Scikit-learn Srikar Kalle
Sentiment Detection Using BERT-based Transformer Model Python, TensorFlow/PyTorch, Scikit-learn, Hugging Face Transformers, BERT Srujana Duggineni
Comparitive Analysis of Machine Learning Algorithms for DDOS Attack detection Machine Learning, Deep Learning, Supervised Learning Algorithms Sumathi Erla
Can the use of a convolutional neural network improve upon traditional underwater image enhancement methods? DL, CNN, image Processing Surya Sahit Simhadri
Automated generation of test scripts for web applications through the application of LLM models. LLM, GPT-4 , CodeLlama , Selenium pytest, Jest GitHub Actions or Jenkins Tency Joseph