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 |