Master's Projects from 2024
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
Predicting Remaining Useful Life of Turbofan Engines on CMAPSS and N-CMAPSS using Deep Recurrent Neural Networks, Samaikya Tippareddy
Improving the Diversity and Fairness in Job Recommendations using the Stable Matching Algorithm, Jatin Unecha
Advancing Discourse Analysis in Multiparty Meetings: Comprehensive Classification of Argument and Relation Types, Vishal Vaitla
Fake Malware Generation using GANs as API Calls, Saieswar Reddy Vaka
Exploring the Use and Misuse of Large Language Models (LLMs), Hezekiah Paul D. Valdez
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
Breaking the Cycle: Countering Popularity Bias for Diverse Content Discovery, Brandon J. Weaver
Explainable Reinforcement Learning for Network Routing Optimization, Yu Xiu
Intelligent Caching using Continuous Machine Learning in Named Data Networking, Sai Sameer Yanamandra
Emotion Detection Using Ensemble Learning, Priya Harika Yerapothu
ENHANCED INTER-SATELLITE ROUTING WITH MULTI-PATH SELECTION AND CONGESTION MODELING, Jaesung Yoo
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
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
Graph Based System for Evidential Reasoning, Divyarajsinh Chauhan
Yelp Restaurant Popularity Score Calculator, Sneh Bindesh Chitalia
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
Comparative Analysis of Transformer-Based Models for Text-To-Speech Normalization, Pankti Dholakia
Proof-of-Stake for SpartanGold, Nimesh Ashok Doolani
Sending and Receiving Internet Messages from Disconnected Areas, Abhishek Prakash Gaikwad
IMAGE CLASSIFICATION USING ENSEMBLE MODELING AND DEEP LEARNING, Kaneesha Gandhi
RideShare using Degrees of Separation: A Social Network-Based Approach, Gokul Garikipati
Real Time Panoramic Image Processing, Matthew Gerlits
INTEREST-BASED RECOMMENDATION SYSTEM USING GMAIL TOPIC MODELLING, Pranav Ghaskadbi
ENSEMBLE TRANSFORMER ARCHITECTURE FOR EFFICIENT AND REAL TIME SIGN LANGUAGE TRANSLATION, Sumeet Ghegade
Image Captioning using Reinforcement Learning, Venkat Teja Golamaru
Graphical User Interface for Evidential Reasoning Models, Rohin Gopalakrishnan
Serverless Architecture for Machine Learning, Ikshaku Goswami
Location and Environment aware mmWave Beam Selection using Vision Transformer, Srajan Gupta
Prediction of 2024 Indian PM Election Results Using Sentiment Analysis on Twitter Data, Surabhi Gupta
Unlearning Hidden Bias between Refugees : An Initial Empirical Investigation, Akshay Sunil Gurnaney
A Data Delivery Mechanism for Disconnected Mobile Applications, Shashank Hegde
Spartan Price Oracle: A Schelling-point Based Decentralized Pirce Oracle, Sihan He
Identification of Oral Microbiome with full-length 16S Sequencing Using Nanopore Technology, Uyen Hoang
Mild Cognitive Impairment and Alzheimer’s Disease Detection and Testing Interface (MCI-ADDTI) Modeller10.4 Integrating Structure-Function Prediction Modules, Grant Galileo Jacobson
PyGrapherConnect, Shubham Jain
Container Caching Optimization based on Explainable Deep Reinforcement Learning, Divyashree Jayaram
The Bias Report: An Automated News Aggregator for Political Bias Classification and News Summarization, Anant Joshi
Malware Classification using Opcode N-grams and Word Embeddings, Siddhita Joshi
Personalized Tweet Recommendation Using Users’ Image Preferences, Shashwat Avinash Kadam
CONTEXT AWARE NEURAL MACHINE TRANSLATION USING GRAPH ENCODERS, Saurabh Kale
Job Tailored Resume Content Generation, Sumedh Kale
Airport Assignment for Emergency Aircraft using Reinforcement Learning, Saketh Kamatham
EvalSQL - AUTOMATED ASSESSMENT OF DATABASE QUERIES, Damanpreet Kaur
NuanceNet: Comparative Analysis of AI in Complex Language Interpretation for Disaster Detection, Pavan Koushik Kommuri
3D AR RECONSTRUCTION, Sneh Arvind Kothari
Uncertainty-aware and Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants, Bhavya Reddy Kotla
Spam Comments Detection in YouTube Videos, Priyusha Kotta
Efficient Video QoE Prediction in Intelligent O-RANs, Aditya Kulkarni
Explainable AI for Android Malware Detection, Maithili Kulkarni
Twitter Bot Detection using NLP and Graph Classification, Warada Jayant Kulkarni
Dynamic Predictions of Thermal Heating and Cooling of Silicon Wafer, Hitesh Kumar
SpartanScript: New Language Design for Smart Contracts, Ajinkya Lakade
Characterizing Sequencing Artifacts, Kathy Thanh Lam
Analyzing Improvement of MASK R-CNN on ARMS plates (and Sponges and Coral), James Lee
Resource Coordination Learning for End-to-end Network Slicing Under Limited State Visibility, Xiang Liu
Video Sign Language Recognition using Pose Extraction and Deep Learning Models, Shayla Luong
Malware Classification using Graph Neural Networks, Manasa Mananjaya
Detecting Botnets Using Hidden Markov Model, Profile Hidden Markov Model and Network Flow Analysis, Rucha Mannikar
