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
Leveraging Tweets for Rapid Disaster Response Using BERT-BiLSTM-CNN Model, Satya Pranavi Manthena
Influence maximization based on community detection and dominating sets, Ameya Marathe
NoSQL Databases in Kubernetes, Parth Sandip Mehta
A Natural Language Processing Approach to Malware Classification, Ritik Mehta
On Measuring the Degree of Resource Isolation in Elastic Network Slicing, Nitin Datta Movva
Web Traffic Time Series Forecasting, Summanth Redde Mulkkalla
Ubiquitous Application Data Collection in a Disconnected Distributed System, Deepak Munagala
An Incentivization Mechanism towards Network-Slice as a Service, Yosha Mundhra
Image-Based Malware Classification on Noise Extraction, Venkata Sai Sathwik Nadella
Application of Adversarial Attacks on Malware Detection Models, Vaishnavi Nagireddy
EYE MOVEMENTS BEHAVIORS IN A DRIVING SIMULATOR DURING SIMPLE AND COMPLEX DISTRACTIONS, Pradeep Narayana
Automated Evaluation for Distributed System Assignments, Nimesh Nischal
Robust Cache System for Web Search Engine Yioop, Rushikesh Padia
Modeling Sequencing Artifacts in Artificial Low Frequency Cancer Data, Hannele Padre
Image-Based Malware Detection using Convolutional Neural Network Techniques, Brandon Palomino
Advances in Robustness of Image-based Malware Detection, Rishika Pamanji
NFT Artifact Prediction using Machine Learning, Rishabh Pandey
Database Benchmarking Suite for Survival Analysis Data, Aarsh Patel
XAI-Driven CNN for Diabetic Retinopathy Detection, Vikas Shenoy Pete
Driving Simulator : Driving Performance Under Distraction, Kaushik Pilligundla
Federated Learning for Protecting Medical Data Privacy, Abhishek Reddy Punreddy
Enhancing the Security of Yioop Discussion Board, Prajna Gururaj Puranik
High Performance Distributed File System Based on Blockchain, Ajinkya Rajguru
Visual Scene Classification using Ensemble of Machine Learning Classifiers, Rahul Ranganath
A Novel Efficient Deep Learning Framework for Facial Inpainting - Face reconstruction from masked images, Akshay Ravi
Analyzing the benthic cover of Crustose Coralline Algae using Mask-R CNN, Rachana Ravindra
Solving the Capacitated Vehicle Routing Problem using a new Genetic Algorithm, Cajetan Rodrigues
Metagenomic Survey of Marine 16S Bacterial Communities off Palmer Station in Antarctica, Daniel Salter
Machine Learning-Based Anomaly Detection in Cloud Virtual Machine Resource Usage, Tarun Mourya Satveli
Keystroke Dynamics and User Identification, Atharva Sharma
Classification of Darknet Traffic by Application Type, Shruti Sharma
Enhancing the Queueing Process for Yioop's Scheduler, Gargi Sheguri
Document-Level Machine Translation with Hierarchical Attention, Yu-Tang Shen
SIGN LANGUAGE RECOGNITION USING A HYBRID MACHINE LEARNING MODEL, Peeyusha Shivayogi
Vehicle-based Disconnected Data Distribution, Aditya Singhania