To browse Master's Projects by academic department or program, please go to the College, School or Department page.
Master's Projects from 2025
Predicting Sleep Stages from Activity Patterns, Sandeep Shandilya Katna
Proxy Cap - La Lua Protector, Swift Sheng
DETECTING AI-GENERATED NEWS ARTICLES USING UNSUPERVISED MACHINE LEARNING ALGORITHMS, Lilou Sicard-Noel
Comparative Analysis of Adversarial Permeability in CPU-native, QAT and ONNX-based Quantized Transformer Models, Fahad Siddiqui
Homomorphically Encrypted Faceted Values, Tanmay Singal
SMART: Semantic Mapping and Analysis for Regional Terrain Using Multi-Scale U-Net and TOPSIS, Rashmi Sonth
DISEASE DIAGNOSIS USING RAG LLM WITH SMART PROMPT ENGINEERING, Qadeerullah Syed
Assessing Pre-processing, Data Augmentation, and Traditional Edge Detection on Arabian Gulf Corals, Maya Talpai-Vasinthascha
CCA Analysis using Computer Vision Techniques, Rahul Thakur
AUTOMATED SPONGE SEGMENTATION WITH MASK R-CNN ON ARMS PLATE IMAGES FOR REEF MONITORING, Mrunali Abhijit Thokadiwala
Adaptive Cobot Interaction via Smartwatch Data Fusion for Car Assembly Automation, Riddhik Tilawat
Extraction of a Knowledge Graph of Biomedical Relationships, Brian Tran
MAPLE: Malware Analysis through Projection of Low-dimensional Embeddings, Quang Duy Tran
Characterizing Somatic Variants in Nanopore Data with Machine Learning, Shwethal Sayeeram Trikannad
Coral Vision – Crustose Coralline Algae Detection with Computer Vision, Ryan Tseng
Optimizing Integrated Access and Backhaul Topology using Monte Carlo Tree Search, Srimanth Reddy Ummenthala
PhotoProof: A Mobile Application for Verifying the Authenticity of Images, Pruthviraj Urankar
EduRAG: Improving AI Teaching Assistants with Retrieval-Augmented Generation, Geethika Vadlamudi
Retrieval-Augmented Generation for Survival Analysis in Cancers: Methods and Evaluation on the Surveillance, Epidemiology, and End Results Database, Jyothi Vaidyanathan
Nontraditional Students Enrolling in Online Education: Assessing Outcomes and Barriers to Success, Kua Vang
Resume Bullet Point Enhancement Using Multi-Model Fine-Tuning: A Comparative Study, Gupta Vedant
Mitigating Cold Start Problem through Metadata Integration and User Preference Analysis, Prabaljit Walia
Social Engineering Scenario Generation for Awareness-Based Attack Resilience, Jade Webb
Strengthening the Preservation Ecosystem for Below-market-rate Housing in Santa Cruz, Bennett Williamson
Dual Stream Transformer based Architecture for Multimodal User Verification, Johny Xiongz
Domain-Specific Graph RAG Pipelines: Optimized Approaches for Building Efficient Personal Knowledge Repositories, Omkar Yadav
Master's Projects from 2024
A Two-stage Machine Learning Approach for Fake News Detection and News Article Categorization, Snegdha Adusumilli
Gradual Typing for Information Flow Control in Typescript using ES Lint, Ashish Agarwal
Gesture Recognition Dynamics: Unveiling Video Patterns with Deep Learning, Nithish Reddy Agumamidi
Deciphering Speech through Vision: A Deep Learning Lip Reading System, Srujith Rao Ambati
Frame Rate Enhancement using GANs: A Deep Learning Approach, Shanmukah Sri Harsha Anivilla
Enhancing Environmental Health and Safety: Fine-Tuning Large Language Models for Domain-Specific Applications, Mohammad Adil Ansari
Exploring Fluctuations in Working Memory Load through Pupillometry using Gabor Image Deletion Tasks, Neenu Antony
NFT Price Prediction using Machine Learning, Akhil Patil Bagili
Image Segmentation by Convolutional Neural Networks in Coral Resilience Research, Jennifer Benbow
Optimization of Inter-Satellite Routing using LSTM-based Path Prediction Model, Yash Bhamare
Robustness of Learning Models to Label Flipping Attacks, Sarvagya Bhargava
AI-Driven Credit Card Fraud Detection with Enhanced User Interaction, Toshi Bhat
Analysis and Application of Adaptive ML Algorithms for Malware Classification, Rashmi Boddukuri
Response to Intervention: The Effect of Sensory Processing Tier 1 and Tier 2 Occupational Therapy Intervention, Workshops & Consultation on Kindergarten Students, Kieran Bolger, Cindy Zhang, Julia Dariychuk, Janine Yu, and Zuriel Chester
SUBURBAN BAY AREA CITY APPROACHES TO DIVERSITY, EQUITY, AND INCLUSION (DEI), Arianna Bush
Parallel Powerplay: Optimizing Performance with MapReduce and Kubernetes Fusion, Shradha Chaturvedi
Enhancing Medical Chatbots with Image Diagnosis, Swatisri Chavali
Optimizing Web Design Code Generation: A Comparative Study of Finetuning, Pretrained Models, and RAG (Retrieval Augmented Generation), Srinivas Rao Chavan
Skin Cancer Detection using Reinforcement Learning, Vikas Chercadu
Personalized Medical Predictions, Bhargavi Chevva
LexiGen: Lexical-Driven Image Generation, Sangram Prashant Chincholkar
Detecting Crustose Coralline Algae (CCA) in Marine Photos using Mask R-CNN, Vrushali Harshwardhan Deshpande
HINDI IMAGE CAPTIONING USING INDICTRANS2 AND ENCODER-DECODER ARCHITECTURE, Anahita Vayalombrone Dinesh
GENDER CLASSIFICATION THROUGH POSTURAL ANALYSIS: A COMPARATIVE STUDY OF 2D IMAGES AND 3D RECONSTRUCTIONS., Prathamesh Dixit
Artifacts in Low-Pass Whole Genome Sequencing, Nguyen Mai Anh Do
Assumptions, Resources, and Inputs to Case Management: Implications for California’s Regional Center System, Jonathan Flint
Influence Maximization using Triadic Closures, Communities, and Quotas, Matthew Fu
Wall-E: An Autonomous AI Rover for Precision Agriculture, Simar Ghumman
Distinguishing Chatbot from Human, Gauri Anil Godghase
UNVEILING GENDER BIAS: AN EYE-TRACKING ANALYSIS OF SCENE PERCEPTION, Naga Srija Gopisetty
Instagram Data Analysis Using Machine Learning, Lakshmi Prasanna Gorrepati
ML-Based User Identification Through Mouse Dynamics, Rakshit Gupta
MULTI-PLATFORM CYBERBULLYING DETECTION USING NLP AND MACHINE LEARNING, Chinmayi Lokeshwar Hegde
INTEGRATING CHATGPT WITH A-FRAME FOR USER-DRIVEN 3D MODELING, Ivan Hernandez
Ensemble Model with Meta-Learning for DDoS Attack Classification in SDN, Ankith Indrakumar
Multirelational Twitter Bot Detection using Graph Neural Networks, Ketan Jadhav
Personalizing Image Generation from Prompts Using Generative AI, Mit Ramesh Jain
A Rule-Based Hybrid Translation Model for Context-Aware Speech to Indian Sign Language Tasks, Dania Jaison
Reinforcement Learning-based Dynamic Pricing for Revenue Maximization with Elastic Network Slicing, Jovian Anthony Jaison
MULTIMODAL EMOTION DETECTION IN CONVERSATIONS AND DIALOGUES: A FUSION MODEL APPROACH, Abhinay Jatoth
Multimodal Techniques for Malware Classification, Jonathan Jiang
An Attributed and Diverse Encoder-Decoder Processing Technique for Anomaly Detection., Kenneth Antony John
Comparing Balancing Techniques for Malware Classification, Ranjit John
Extending A Graphical User Interface for Evidential Reasoning, Vaidehi Sanjay Joshi
Leveraging Large Language Models for Transforming Student Information into Actionable Data, Sree Hari Karri
EMPLOYING LARGE LANGUAGE MODELS AND RETRIEVAL AUGMENTED GENERATION FOR ENHANCED PREDICTIVE FLEXIBILITY IN CANCER MORTALITY PREDICTION, Mridang Kejriwal
Multiclass lung disease classification in chest X-ray images: A fine-tuned hybrid CNN-GNN approach using transfer learning and feature extraction, Vinay Vilas Khade
Malware Detection Using QR and Aztec Code Representations, Atharva Khadilkar
ZooKeeper Through the Ages: A Comparative Performance Analysis of Evolutionary Versions, Ashish Khanchandani
BIRDSONG CLASSIFICATION USING DEEP LEARNING AND MIXIT, Sasanka Kosuru
EXPLORING GENDER BIAS IN LARGE LANGUAGE MODELS: CROSS-LINGUISTIC COMPARISONS AND EVALUATION LETTERS ANALYSIS, Athira Kumar
Mitigating Learning Bias in Healthcare Datasets, Samyak Jagdish Kumbhalwar
Satellite Handover Optimization Using Predicted Satellite-to-Base-Station Proximity, Pranathi Kunadi
A Censorship Resistant News Website Using the Ethereum Blockchain, Hoang Lai
J-CAG: JAVA COMMENT ANALYSIS & GENERATION - A SUBLIME TEXT PLUGIN POWERED BY GPT, Linh Le
Opinion Graphs Construction for Reviews using Transfer Learning and Large Language Models, Yichen Lin
Facial Expression Mood Classification Using Machine Learning, Tiantong Li
Regional Sea Level Rise Prediction in Monterey Bay with LSTMs and Vertical Land Motion, Branden Lopez
Adaptive Metric-Driven Load Balancing for Specialized Clusters using NGINX, Juhi Raju Malkani
An Empirical Analysis of Adversarial Attacks in Federated Learning, Rohit Mapakshi
California Carbon Sequestration and Carbon Dioxide Pipeline Regulation in an Era of Climate Change: Technology and Policy, Robert A. Mason
Temporal Dynamics in Diabetes Prediction: A Sensor-Driven Time-Series Exploration, Monica Meduri
Cluster Analysis for Concept Drift Detection in Malware, Aniket Mishra
DEEP-LEARNING APPROACHES TO PREDICT REMAINING USEFUL LIFE OF HARD DISKS, Rohan Mohapatra
A framework for scientific data indexing, searching and sharing, Apoorva Mohite
Formula 1 Commentary Generator using Generative Artificial Intelligence, Hiral Moliya
Enhancing Restaurant Sales Prediction: The Dynamic Forecasting Engine, Rahul Sanjay Morishetti
Knowledge Graph-based Multiple-Choice Question Generation, Durga Muralidharan
Code Quality Enhancement: Evaluating AI Code Generation with Software Metrics, Sirisha Krishna Murthy
Teaching Children Programming Concepts Through Video Games, Kayla Musleh
Enhancing Qwen2.5-Coder: A Deep Dive into Fine-Tuning using PEFT for Superior Code Outputs, Lohith Nagaraja
