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
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
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
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
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
SDEBuddy - Code Documentation using Large Language Models, Nischay Nagendra
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
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
Load Balancing for Cloud-based Applications, Nitish Ranjan
Comparison of protein structures predicted by genAI tools in a zero-shot manner, Kruthi Shankar Rao
Multimodal Retrieval-Augmented Generation: Design and Application, Charul Rathore
SECURED DATA STORAGE MANAGEMENT WITH DEDUPLICATION IN CLOUD COMPUTING, Ganesh Regoti
LlamaTalk: Empowering Conversations with Retrieval-Augmented Generation, Aravind Rokkam
NoteBlockLib: A Library for Physics- and Animation-Driven Virtual MIDI Instruments for Use in Video Games, Kevin Rotunni
Reinforcement Learning and Hidden Markov Models for Simulating and Analyzing Social Engineering Attacks., Bharkavi Sachithanandam
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
Intelligent Caching in Named Data Networking, Deep Pradipbhai Shah
Implicit Personality Detection from User Behaviour in Recommendation Systems, Uzma Zubair Shaikh
Credit Score-Based Lending System On the Ethereum Platform, Mayuri Shimpi
Building Lean Standalone Web Servers, and Routing Engine, Ajita Shrivastava
Social Media Bot Detection using Dropout-GAN, Anant Shukla
COMPARITIVE ANALYSIS OF TIME SERIES FORECASTING USING FREQUENCY INFORMED DENSE NEURAL NETWORKS AND LSTM, Avinash Mangalore Suresh
AI Generated Text Detection & Source Identification, Anjana Priyatham Tatavarthi
