To browse Master's Projects by academic department or program, please go to the College, School or Department page.
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
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
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
Skin Cancer Detection using Reinforcement Learning, Vikas Chercadu
Personalized Medical Predictions, Bhargavi Chevva
GENDER CLASSIFICATION THROUGH POSTURAL ANALYSIS: A COMPARATIVE STUDY OF 2D IMAGES AND 3D RECONSTRUCTIONS., Prathamesh Dixit
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
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
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
Reinforcement Learning-based Dynamic Pricing for Revenue Maximization with Elastic Network Slicing, Jovian Anthony Jaison
Comparing Balancing Techniques for Malware Classification, Ranjit John
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
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
Opinion Graphs Construction for Reviews using Transfer Learning and Large Language Models, Yichen Lin
Regional Sea Level Rise Prediction in Monterey Bay with LSTMs and Vertical Land Motion, Branden Lopez
California Carbon Sequestration and Carbon Dioxide Pipeline Regulation in an Era of Climate Change: Technology and Policy, Robert A. Mason
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
Explaining the Maliciousness of URLs using SHAP and LIME, Ayush Nair
Optimized Community Detection across Distributed Heterogeneous Servers, Akash Narang
Fine-tuning Large Language Models for Folder Structure Generation, Likhith Nemani
Mitigating the Risk of Reentrancy Attack in Smart Contract Development, Eric Ngo
Deception Detection Models from Speech, Tien Nguyen
Resume Content Generation Using Llama 2 With Adapters, Navaneeth Sai Nidadavolu
Advancing Phishing Protection: Employing Sophisticated Methods for Precise URL Evaluation, Abbhinav Reddie NomuIIa
Adaptive bounded-confidence model for opinion maximization, Jacob Ortiz
Sudoku as a Proof of Useful Work Protocol on the Blockchain, Abishek Padaki
Ranking-based Hashtag Recommendation with Collaborative and Content-based Filtering, Fei Pan
Community Detection using Deep Learning: Variational Graph Autoencoder enhanced with Leiden and K-Truss techniques, Jyotika Hariom Patil
The Impact of Daylight Saving Time Transitions on Domestic Violence Call Volume, Quynh-Nhu Pham
Detecting Fake Reviews using Aspect Based Sentiment Analysis and Graph Convolutional Networks, Prathana Phukon
Echo: A browser extension that runs experimental JavaScript, Prayuj Pillai
Domain Expert Bot, Amrutha Dondemadahalli Ramegowda
SECURED DATA STORAGE MANAGEMENT WITH DEDUPLICATION IN CLOUD COMPUTING, Ganesh Regoti
NoteBlockLib: A Library for Physics- and Animation-Driven Virtual MIDI Instruments for Use in Video Games, Kevin Rotunni
Understanding Distracted Driving and Gaze Patterns in a Driving Simulator: Simple vs. Complex Challenges, Rishi Prabhat Narayana Sannala
BASE STATION SELECTION BASED ON THE PREDICTED DWELL TIME IN 5G-V2X HANDOVER, Anushree Jayesh Shah
Credit Score-Based Lending System On the Ethereum Platform, Mayuri Shimpi
Social Media Bot Detection using Dropout-GAN, Anant Shukla
Predicting Remaining Useful Life of Turbofan Engines on CMAPSS and N-CMAPSS using Deep Recurrent Neural Networks, Samaikya Tippareddy
Fake Malware Generation using GANs as API Calls, Saieswar Reddy Vaka
Domain Switch on Sentiment Analysis using Gradient Reversal Layer, Hemish Veeraboina
Scalable Container Caching Optimization with Action Masking for Serverless Edge Computing, Manikanta Sanjay Veera
Intelligent Caching using Continuous Machine Learning in Named Data Networking, Sai Sameer Yanamandra
Emotion Detection Using Ensemble Learning, Priya Harika Yerapothu
Emulating Human Personality with Large Language Models through Contextual Prompts and Fine-tuning, Mrunal Zambre
NOVEL APPROACH TO MUSIC ANALYSIS USING APACHE SPARK, Nidhi Zare
Characterizing Nanopore Sequencing Artifacts with Deep Learning, David Zhou
Master's Projects from 2023
Malware Classification using API Call Information and Word Embeddings, Sahil Aggarwal
CodEval, Aditi Agrawal
BASE STATION LOAD PREDICTION IN 5G-V2X HANDOVER, Madhujita Ranjit Ambaskar
Graph Deep Learning Based Hashtag Recommender for Reels on Social Media, Sriya Balineni
UNTRAINING GENDER BIAS: AN EYE-TRACKING STUDY, Ripujit S. Bamrah
Hate Speech Detection in Hindi, Pranjali Prakash Bansod
Bias Detector Tool for Face Datasets using Image Recognition, Jatin Vamshi Battu
Enhancing Deep Learning Classifiers for Dynamic Keystroke Authentication via GANs, Jonathan A. Bazan
Visualizing classification errors and mislabeling in machine learning, Vedashree Bhandare
Identifying Potential Alzheimer’s Disease Biomarkers Beyond Amyloid-Beta and Tau, Frank Cai
Pet Loss and Grieving Strategies: A Systematic Review of Literature, Ruth E. Cervantes
Static Taint Analysis via Type-checking in TypeScript, Abhijn Chadalawada
Security and Routing in a Disconnected Delay Tolerant Network, Anirudh Kariyatil Chandakara
Enhancing Driver Distraction Detection Through the Synergy of Deep and Traditional Machine Learning, Gowtham Chandrasekaran
Gesture Recognition with Deep Learning, Chaz Chang
A Systematic Review: Relationship Between Medication Adherence and Hypertension, Monica Chan
Graph Based System for Evidential Reasoning, Divyarajsinh Chauhan
Yelp Restaurant Popularity Score Calculator, Sneh Bindesh Chitalia
CABG vs. PCI: Greater Outcomes for Severe Coronary Artery Disease, Haejin Cho
WIKIPEDIA WEB TABLE INTERPRETATION, KEYWORD-BASED SEARCH, AND RANKING, Kartikee Dabir
Classifying World War II Era Ciphers with Machine Learning, Brooke Dalton
ML-Based User Authentication Through Mouse Dynamics, Sai Kiran Davuluri
Enhancing Facial Emotion Recognition Using Image Processing with CNN, Sourabh Deokar
Estimating Air Pollution Levels Using Machine Learning, Srujay Rao Devaraneni
