To browse Master's Projects by academic department or program, please go to the College, School or Department page.
Master's Projects from 2025
SemanticGraphRec: Lightweight Hybrid Recommendations Powered by Semantic Item Representations and Graph Collaborative Filtering, Devi Surya Kumari Akula
Landslide Prediction Using Time-Series Decomposition, Reinforcement Learning-based Feature Selection and ML Models, Mohith Sai Venkat Ankem
Multilingual Sentiment Analysis Using Ensemble Learning, Farhan Ansari
Enhancing Code Review Automation with Large Language Models using QLoRA Fine-Tuning and RAGs, Sumukh Naveen Aradhya
On the Adversarial Robustness of Quantized Neural Networks Against Common Adversaries in Time-Series Forecasting, Maanak Arora
PHISHING DETECTION USING CONTINUAL LEARNING AND LARGE LANGUAGE MODELS, Gopi Prajeev Battula
LAYER-SPECIFIC PERTURBATIONS FOR GENERATING MORPHENCE STUDENTS IN TIME-SERIES MOVING TARGET DEFENSE, Abhishek Bhardwaj
Multimodal Deception Detection via Audio-Text Fusion with Deep Learning and ASR, Sai Bhargav Vallabhaneni
Real-time Adaptive Framework for Topic Modeling in Social Engineering Attacks, Manav Bhasin
GeneGate: Genetic Gating in a Mixture-of-Experts for Real-Time Multi-Objective Traffic Signal Control, Rashmi Vishwanath Bhat
Link Failure Localization in Hierarchical, Multidomain Optical Networks, Martin Mihailov Bojinov
PREDICTENGINELIFE: RUL ESTIMATION OF C-MAPSS TURBOFAN ENGINE USING LLM4TS & LOW-RANK ADAPTATION, Aniruddha Prabhash Chakravarty
Synthetic Malware Generation using Generative AI, Phanidhar Sai Sravan Chandana
Large Language Model powered ETL Pipeline Development A Project Report, Aditya Chandras
PhysioTrack: A Gamified Physiotherapy System, Pranavi Chaturvedula
Large Language Models for Bacterial Genomic Analysis, Manvendra Chavan
Linear Algebra Concepts Through Virtual Environment, Jonathan Chen
Enhancing Recommender Systems Using Graph Neural Networks, Long Short-Term Memory and Textual Embeddings, Tianxiang Chen
BlindDefender – An Educational Game for the Visually Impaired, Yan Chen
Uncovering Xenoestrogenic Effects of BPA and 15 BPA Alternatives Through Transcriptomics, Aarohi Chopra, Wendy Lee, Philip Heller, and Navrati Saxena
GaLoRA: A Lightweight Graph-Aware LLM Framework for Node Classification on Text-Attributed Graphs, Mayur Choudhary
Reinforcement Learning-based End-to-End Monitoring Path Selection in Multi-domain Optical Networks, Soham Choudhury
Selective Model Retraining for Malware Detection Using Drift Detection, Christofer Washington Berruz Chungata
Statistical Relevance of SIRT6 Mutation in Pancreatic Cancer and Smoking, Hina Dawar
Bot Detection in Social Media using GraphSage and BERT, Abhishek Deshmukh
Moving Target Defense with Quantized Morphence: Defense Quantification Against Common Adversaries in Image and Time Series Problems, Rithika Dhamala
Suicidal Ideation Detection on Reddit using LLM-Annotated Data and Graph Neural Networks, Ikbal Singh Gurdev Singh Dhanjal
Traffic Forecasting with VSET-Nets: A VGAE Spatial Embedding for Temporal Networks Approach, Mrunmayee Dhapre
Machine Learning based Network Traffic Classification with Cosine-Similarity based Out-Of-Distribution Detection, Prabhat Edupuganti
Image-to-Text Transcription: Analyzing and Describing Visual Content, Zixiao Fan
Improving Contextual Retrieval for Long Documents in Q & A systems, Sakshi Garg
Faux Capabilities: A novel approach for code analysis, Tanay Godse
Augmenting Missing Sensor Data for Robust Human Activity Recognition, Suryakangeyan kandasamy gowdaman
Abstractions of the Game “SET”, Martin Grant
Transcriptional Mechanism of Post Capillary Venule (PCVs) Identity in Peyer’s Patches, Ananya Gupta
Modelling Cognitive Brain Processes, Adithya Harish Kumar
Why We Need to Fill in Our Mixed-Use Communities’ Business Vacancies and How We Can Do That, Victor Huynh
FRAMEWORK FOR IDENTITY PRIVACY THROUGH GENDER BASED SKELETONIZATION, Harrison Hwang
Enhancing Communication Features In Yioop, Aditya Jagdishkumar Prajapati
Malware Opcode Embedding and Quality Assessment of Generative Sample Embeddings, Atishay Jain
SyntheticPop: An Investigation Into Poisoning Automated Speaker Verification Systems, Eshaq Jamdar
Fair Influence Maximization with Reverse Influence Sampling Boosted Multi-Objective Genetic Algorithms, Akash Janardhan Srinivas
RIFT - Reddit Information Falsity Tagger, Parth Joshi
Optimizing Analytics Storage Strategies for Search Engines and Wiki Platforms, Sujith Kakarlapudi
The Implementation of TransUNET Infrastructure for Gel Band Image Segmentation, Allen Kalampukattussery
Malware Generation and Classification using PixelCNN, Mounika Krishna Teja Karumudi
BlindFun: Transforming a Video Game to Become Blind Accessible, Kengo Kobayashi
MediLightRAG: A System for Medical Query Response Using Fine-Tuned LLMs and Graph Based Retrieval, Rajiv Karthik Reddy Kodimala
VisionMate: AI-Powered Image Captioning Web Application, Sai Anoushka Kokku
MyCelia: Cross-chain Data Oracle using FROST signatures, Bala Komatireddy
Detection and Mitigation for Poisoned Textual Datasets, Ajeet Kotturu
Comparative Analysis of Embedding Techniques with Clustering Algorithms for Malware Opcodes, Ayush Koul
Advanced Knowledge Extraction with Biomedical Data Using LLMs, Akshat Krishna
Multi-Model Unit Test Generation Framework With Reinforcement Learning, Tasman Kuang
Effects of Data Augmentation on Sponge Identification Using Computer Vision Models, George Ku
Simple vs. Complex Human Activity Classification via Hybrid Machine Learning Models, Anusha Kukreja
Application of Advanced Convolutional Neural Network with Robust Hashing on Obfuscated Image Based Malware Dataset, Sanket Shekhar Kulkarni
AI-Powered User Activity Prediction and Contextual App Recommendation System, Naveen Kumar Potta
Unconditional-to-conditional Transfer and Optimization for Web-based Skybox GAN, Crystal Kwong
Diffusion Model On API Call Classification, Dan Le
GraphHTAP-Bench - HTAP Benchmarking for Graph Databases, Phuoc Dai Le
Two-Stage Emotion Detection from Multimodal Data, Xiangyi Li
riboMoE: An Application of Mixture of Experts on Artificial Riboswitch Classification, Hainian Audrey Long
On the Effectiveness of Large Language Models for Classifying Malicious URLs, Jhanvi Lotwala
Transformer Integration, Fine-tuning and Zero-Shot Learning for State of Health Estimation in Li-ion Batteries using Large Language Models, CHINMAY NILESH MAHAGAONKAR
Clustering Organ Cell Types, Venkata Satya Swathi Mattaparthi
Gen Ai for Malicious Network Data, Aneesh Maturu
Energy Considerations for Large Pre-trained Neural Networks, Leo Mei
SECURED DATA STORAGE MANAGEMENT WITH DEDUPLICATION IN CLOUD COMPUTING AND LOCAL GPT INTEGRATION, Pavan Myana
AI-Enabled Anticipatory Handover Predictions in 5G Networks, Ojas Ankush Naik
An Evidence-Based Approach to Predicting Pancreatic Ductal Adenocarcinoma, Surya Teja Nalluri
Identifying Red Sponges on ARMS Plates by Preprocessing Images using Histogram Equalization, Barry Ng
Toward Strategy Identification and Subtask Decomposition In Task Exploration, Tom Odem
Retrieval-Augmented Generation (RAG) Chatbots: A Comparative Study of Claude, GPT-4o, DeepSeek, and Llama, Kalindi Vijesh Parekh
Detecting Malicious Encrypted Network Traffic Using Deep Learning and CNN-Based Feature Representations, Suyash Pasari
Transformers in Time-Series Forecasting: Enhancing Robustness via Dynamic Attention Mechanisms, Kush Patel
Enhancing Robustness of CNN Model for Malware Detection using GAN-Based Data Augmentation and Transfer Learning, Milind Anand Pathak
HIERARCHICAL BLOOM FILTER TREE (HBFT): SCALABLE GEOSPATIAL METADATA INDEXING FOR BIGDATA SYSTEMS, Mrudula Patteparapu
AI-Based Dynamic Spectrum Allocation Model for Wireless Network Management, Sai Sashank Peddibhotla
Equity in Public Budgeting: Community Engagement in Morgan Hill, Ariana Perez
Human vs. LLM: Interpreting Emotion from Neutral Faces in Contextually Charged Backgrounds, Sai Mounika Peteti
RUL Estimation of N-CMAPSS Turbofan Engines using Deep Learning with Customized Penalty and Expanded Sensors, Prathmesh Pethkar
Multimodal Feature Fusion and Machine Learning for ADHD Detection Using Neuroimaging Data, Isabel Pham
AI Powered Legal Decision Support System, Alisha Rath
Transforming Chatbot Text: A Sequence-to-Sequence Approach to Human-Like Text Generation, Natesh Reddy
A Hierarchical Two-Stage Adversarial Training Framework for Defending LLMs Against Jailbreak Attacks, Revanth Reddy Shada
Collaborative Governance in Practice: Evaluating Intergovernmental Relations through the Santa Clara County Healthy Cities Initiative, Astrid J. Robles
Enhancing LLM’s Mathematical and Theorem Proving Abilities, Naga Rohan Kumar Bayya
AUTOMATED CORAL DETECTION USING MASK R-CNN FOR RESTORATION MONITORING AT THE FLORIDA AQUARIUM, Sadaf Sadre Arhami
PERFORMANCE COMPARISON OF MACHINE LEARNING ACROSS METAL, CUDA, AND NEUROMORPHIC FRAMEWORKS, Ryan Saini
Epigenetic Insights into TDP-43: Uncovering Mechanisms Behind Resilience to Alzheimer's Diagnosis Regardless of Aβ and Tau buildup, Fatema Salameh
Optimization of Permutation Flowshop Scheduling Using an Island Genetic Algorithm for Makespan Minimization, Sahil Salim
RAG ENHANCED LLM-BASED ASSISTANT FOR ACADEMIC SUPPORT IN PROGRAMMING, Devam Sanjay Sheth
Improving Gemini’s Ability to Generate Mermaid Code, Pawan Sarma
TraceAI: Intelligent Distributed Tracing Using Large Language Models, Mihir Dhirajlal Satra
Dynamic Pricing for Revenue Maximization in 5G Networks with Elastic Network Slicing and Reinforcement Learning, Naisheel Shah
Semantic and Structural Fusion for Code Smell Detection Using CodeBERT and Random Forest, Sohail Shaik
