Master's Projects from 2023
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
MacRuby: User Defined Macro Support for Ruby, Arushi Singh
Navigating Classic Atari Games with Deep Learning, Ayan Abhiranya Singh
GESTURE RECOGNITION OF SIGN LANGUAGE ALPHABET USING MACHINE LEARNING TECHNIQUES, Gursimran Singh
Concept Drift Detection in Android Malware, Inderpreet Singh
Image-Based Classification of Malware using t-SNE Images, Vincent Stowbunenko
GENDER CLASSIFICATION VIA HUMAN JOINTS USING CONVOLUTIONAL NEURAL NETWORK, Cheng-En Sung
RelationalNet using Graph Neural Networks for Social Recommendations, Dharahas Tallapally
The Search for Metabolic Variants in Response to Climate Change in the American Pika, Tyler Stewart Trader
Poriferal Vision: Using MobileNet to Classify Sponge Spicules through Transfer Learning, Brian Tran
SpartanDark: Anonymity Model Integration with a Blockchain Network using SpartanGold, Nishanth Uchil
Deep learning neural machine translation conversational agent, Abhishek Vaid
Insecure Deserialization Detection in Python, Aneesh Verma
MultiMap Implementation in OpenJDK, Nishant Yadav
Temporal Dilation in Video ResNet for Sign Language Translation, Xiaoqian Yang
Application Of Knowledge Graph Techniques On Textbooks, Yutong Yao
Evaluation of the Effect of Walnut Extract on Sp1-Related Pathways, Jihan Yehia
Multi-Label Text Classification with Transfer Learning, Likhitha Yelamanchili
Steganographic Capacity of Selected Machine Learning and Deep Learning Models, Lei Zhang
Implicit Racial Bias: A Human Computer Interaction Study Using Eye Tracker, Wenfan Zhang
The New Student: The Enhancement of an eBook to Support Emotional Connection, Rebecca Zumaeta
Master's Projects from 2022
CoDiS: Community Detection via Distributed Seed-Set Expansion on Graph Streams, Austin Anderson
An Investigation of Segmental Duplications across Topologically Associating Domains, Sara Bell
Faking Sensor Noise Information, Justin Chang
Abstractive Text Summarization for Tweets, Siyu Chen
Enabling Use of Signal in a Disconnected Village Environment, Evan Chopra
PORIFERAL VISION: Deep Transfer Learning-based Sponge Spicules Identification & Taxonomic Classification, Sudhin Domala
Canvas Autoquiz, Archit Jain
5G Mobility Management using Satellites in LEO (low earth orbit), Peter Knight
UNDERSTANDING HOW THE RELATIVE ABUNDANCE OF CANDIDA SPECIES IMPACTS TRANSCRIPTIONAL REGULATION IN COCULTURE BIOFILMS, Diksha Kool