Research Students Projects on MSc Data Science - SIG Pune

M.Sc Data Science & Spatial Analytics

Sr. No.

PRN

Student Name

Title of the Project
1 22070243001 Aayushi Gautam Human Activity Recognition(HAR) using CNN+LSTM
2 22070243002 Abishek Banerjee Topic Modelling with RACE Dataset
3 22070243003 Agarwal Kaushik Dharmendra Super Resolution
4 22070243004 Attar Niyaj Mohiddin Object Detection From UAV Based Aerial Imagery Using Deep Learning
5 22070243005 Avesh Kumar Bhati Market Mix Modelling for Footwear firm
6 22070243006 Ayan Datta Document Intelligence: RAG-Based Question Answering with Vector Database using LangChain Framework
7 22070243007 Ayush Mitra Video Tampering Detection using Deep Learning
8 22070243008 Bankar Omkar Santosh DeepMood: Leveraging BERT and transformer models for Depression Detection in Text
9 22070243009 Bhand Prajakta Karbhari AI Enabled Coversational Chat Platform
10 22070243010 Bhosale Sahil Akhil Anuja Detecting clouds and predicting their movement from INSAT imagery
11 22070243011 Bhuvan Singh Mangat Intelligent Data Automation and Sales Prediction for Electric Vehicles Registered in India
12 22070243012 Cardozo Tasha Criselda AI Driven Summarization of Audio & Video Using Speech to Text Technology.
13 22070243013 Chhavi Baliyan Advanced Driver Behavior Detection: From Safe Driving to Distractions Using camera based system
14 22070243014 Dambhare Piyush Champat PotHole Detection using YOLOv8
15 22070243015 Desai Khyati Nimeshkumar Real-Time Yoga Pose Detection with Artificial Neural Networks and Mediapipe
16 22070243016 Dighe Priyal Vaibhav Malware Detection And Classification Using Deep Learning Techniques
17 22070243017 Dilpreet Kaur Visual Question Answering System for E-Commerce
18 22070243018 Divyanshu Singh Bisht Agentic Retrieval Augmented Generation(RAG) Chatbot using large language models
19 22070243019 Ekta Bramhadas Chaware Groundwater Level Quality Prediction Using Machine Learning
20 22070243020 Gadge Ashwin Shashikant AI-Driven PDF Analysis and Customer Support Solutions
21 22070243021 Idhika Nikhil Vaidya Exploring India's Export Landscape: Data-Driven Forecasting and Spatiotemporal Analysis
22 22070243022 Jawalekar Aman Doma Intrusion Detection System with Deep Neural Networks
23 22070243023 Juned Samir Manyar Bitcoin Price Analysis: Integrating Social Sentiment and Historical Data
24 22070243024 Kadam Ajinkya Vijay Action Recognition using LSTM - RNN
25 22070243025 Kamble Prachi Chandrakant Gesture Recognition
26 22070243026 Katariya Pranav Sharad BI Dashboards for Lending as SaaS
27 22070243027 Khot Sourav Balasaheb Deep Fake Detection using Vision Transformers and Sequential Neural Networks on Diverse Datasets
28 22070243028 Kinjal Bandopadhyay Advanced Real-Time Single Player Identification and Tracking with Deep Siamese Networks
29 22070243029 Manu Mallika Fine-Tuning BERT for NER: Unveiling the Power of Named Entity Recognition!
30 22070243030 Nadar Janice Jebastin Crime Rate Prediction
31 22070243031 Nagarale Santosh Basagonda Smartcity Flow: Deep Learning Powered Real-Time Traffic Manageme NT And Optimization
32 22070243032 Nimbalkar Kunal Laxman Anti-Money Laundering using Machine Learning
33 22070243033 Omkar Pol Gravity Glitch Classification using Deep Learning
34 22070243034 Panchal Dhruvi Dilipkumar Live Social Media Trend Analysis and Virality Prediction
35 22070243035 Raj Aryan Enhancing Fraud Detection in Financial Transactions through Autoencoder-Based Anomaly Detection
36 22070243037 Reetam Ghosh Land Cover Detection: ML Pipeline with Drift Monitoring and User-Friendly Interface
37 22070243038 Ritwik Dubey Comprehensive Explainable AI for Melanoma Detection: Integrating Grad-CAM and Meta Learner
38 22070243039 Sabavath Raghuram Conversational SQL: Advanced Techniques in NLP-Driven PostgreSQL Data Querying
39 22070243040 Sahil Raj Enhancing DDoS Attack Detection Using Deep Learning and Synthetic Data Augmentation
40 22070243041 Sampurna Mondal Traffic Sign Detection using different versions of YOLO
41 22070243043 Saranya Roy Deepfake Detection: A comprehensive approach using Deep Learning
42 22070243044 Sharma Gaurav Vijay Performance analysis of FNN, LSTM and CNN for Fake News Detection
43 22070243045 Shedekar Shubham Sanjay Optimizing Supply Chain Efficacy using Machine Learning and Deep Learning Techniques
44 22070243046 Shivani Shukla Streamlit-Based NLP Solutions for English-to-Hindi Language Translation
45 22070243047 Shobhit Kaptiyal Vehicle Number Plate Detection
46 22070243048 Singh Gaurav Kaushlendra 2024 Indian Election Sentiment Analysis
47 22070243051 Thakur Harsh Kishor Eye for a blind: Image Captioning using deep learning and transformers
48 22070243052 Vedanti Pramod Joshi Enviormental Health Analysis using ML Techniques:Punjab and Haryana AQI Prediction
49 22070243053 Vimarsh Kumar Manju Geospatial Analytics Agent using Large Action Models
50 22070243055 Vohra Mohammad Abbasbhai Extraction of Spatial Data using Prompt Engineering through Integration of Web App and Natural Language
51 22070243058 Rutvik Sawant Movie Success Prediction with Content Based Recommendation

Sr. No.

PRN

Student Name

Title of the Project
1 21070243001Aayush Arun Dable Evaluating the Efficacy of GAN Variants for Creation of Synthetic Martian Crater Images
2 21070243003 Akanksha Palsole A comparison of Species distribution models to predict habitat of the Indian Gaur
3 21070243004 Aman Khobragade Bike-Sharing Count Prediction
4 21070243006 Anurag Shashikant Saste Crop health advisory system using ML
5 21070243007 Shubham Bhange Lane detection using CNN : Comparative analysis of U-Net, AlexNet, LaneNet Models.
6 21070243008 Nainisha Sanjay Kumar Harnessing NLP and Machine Learning techniques for spoken language recognition
7 21070243009 Sanika Satish Chavan Sentiment Analysis on ChapGPT A Large Language Model Trained By OpenAI
8 21070243010 Sushil Dalvi Comparing different ML algorithms for Prediction of resale car price
9 21070243011 Sailee Suraj Desai Facial Emotions Based Music Recommender App
10 21070243012 Gajwani Kashish Kamal Integrating Data Mining Techniques in Actuarial Science : Pension Assessment, Claims and Frauds of Insurance
11 21070243014 Jeffrey Jose Dementia Prediction Using Machine Learning
12 21070243015 Arwa Mustanshir Jiniyawala Enhancing search and rescue operation in Disasters: Object Detection Using YOLO v8 algorithm
13 21070243016 Joel Joseph Music Instrument Classification using Convolution Neural Network
14 21070243018 Saurabh kamble Synergistic optimisation of bike rental services: unveiling hyperparameters and orchestrating Logistics Algorithms for optimal vehicle count
15 21070243020 Manali Lad Twitter sentiment analysis of G-20
16 21070243023 Mihir Singh Development of geo intelligent models for crop disease identification using high resolution imagery
17 21070243024 Navya Cherian Consumer price index inflation
18 21070243025 Neha Pitale Real-time cotton disease detection using Deep Learning Techniques
19 21070243026 Nikita Chadha Stack Overflow An Auto Search Tool
20 21070243027 Nishikant Mundokar Consumer price index inflation
21 21070243028 Digvijaysing Patil PERFORMANCE EVALUATION OF DEEP LEARNING ALGORITHM ON FRACTURE DETECTION
22 21070243029 Siddhi Jaysing Pawar Graph Neural Network Based Recommendation System To Recommend Different Products By Building Knowledge Graphs
23 21070243030 PRAJAKTA MANE Exploiting Shallow and Deep learning based strategies in satellite images for detection of water tanks
24 21070243031 Pruthviraj Chavan "Deep Learning Approaches for Waste Classification: A ResNet-based Analysis"
25 21070243032 Rahul Pratap Dalvi Hand gesture controlled home automation
26 21070243033 Rahul Mohandas Punjabi Virtual Mouse Using Hand Gesture Recognition Model
27 21070243035 Samruddhi Satpute Lane detection and semantic segmentation using opencv and neural network
28 21070243036 Hinal Rakesh Shah Number Plate Recognition System for Vehicle Information Retrieval
29 21070243037 Snehal Santosh Sankanna Natural Language Processing based Text Summarisation of News Articles
30 21070243039 Utkarsh Mishra Social media sentimental analysis
31 21070243040 Swetlena Joyce Viegas Waste Discrimination using Deep Learning
32 21070243041 Samsun Paulraj Comment Toxicity Classification Using Deep Learning
33 21070243043 Arbaz Sayed Deep learning based last mile deliveries optimization.
34 21070243045 Aditya Chandra Mahanta TEXT SUMMARISATION ( TEXT ABSTRACTION ) USING TEXT RANK ALGORITHM
35 21070243046 Muskan Sharma Study of web data mining to detect online terrorism spread
36 21070243047 Hrushabh Pawar A Multivariate Time Series Analysis of Energy Consumption
37 21070243049 Syed Humam Shah Fake review detection using machine learning
38 21070243050 Deepali Tomar A study on Tourism in Goa- A deep learning approach
39 21070243051 NAMISHA TARI EXPLORING THE PERFORMNACE OF DEEP LEARNING MODEL FOR ASSESSING CAR DAMAGE

Sr. No.

PRN

Student Name

Title of the Project
120070243001Akshay KumarAnalyzing Company Acquisition Data to Predict the Cost of Acquisition Using Machine Learning Tools
220070243002Akshita SaxenaAnalyzing Impact of COVID-19 on GDP Using Machine Learning: A Case Study
320070243003Anshul HoodaLoan Eligibility Prediction Using Machine Learning Technique
420070243004Antara AsthanaAnalyzing the Hourly Usage of Vehicles in a Warehouse
520070243005Atul Rampragat PandeyClassification of Type of Disaster
620070243007Chatterjee Anirudh AmitavaBuilding a Warehouse from OLTP Data and Analysing the Sales Domain by Creating Dashboards
720070243008Chirantan ChatterjeeConversational Chat BOT in the Bengali Language for the 'Krishak Bandhu' Scheme of Government of West Bengal
820070243010Doyel TapliEstimate the Age and Gender of Persons from Pictures
920070243011Kanika MehtaMachine Learning Algorithms for Predicting Cardiovascular Diseases
1020070243012Kavyalakshmi PCustomer Churn Analysis in E-Commerce
1120070243014Siddhi Diwakar KothekarMarket Basket and Clustering Analysis to Determine Warehouse Storage Location and Slotting Strategy Using R Shiny.
1220070243015More Piyusha SanjaySales API for Predicting Future Sales of Bigmart Products Using Machine Learning Techniques
1320070243016Narsinghani Girish AshoklalZomato Restaurant Rating Prediction
1420070243017Pagare Nisha RameshStarbucks Prediction Modelling Using RFM Modeling
1520070243018Patil Anagha VishwasAutomatic MCQ Generation, PII Masking Project, Chatbot Conversation Flow
1620070243021Purohit Sahil SantoshClassification of Ducks, Kookaburra and SG Red Cricket Ball Using CNN Model
1720070243023Gauri Raskar PrashantChurn Prediction Model Using Deep Learning Algorithms and Machine Learning Algorithms
1820070243025Rutuja Dnyaneshwar PapadeTime Series Analysis and Forecasting of Product Sales
1920070243026Sahil Abbas NaqviInsurance Fraud Detection
2020070243027Salunke Purva AshishAnalysis of the Recent Trends in Elections
2120070243028Saran S PSteam Platform Analysis and Recommendation Using Natural Language Processing
2220070243029Sathe Shefali SanjayAnalysis and Prediction on Effect of COVID 19 on Taxi Trips in Chicago
2320070243031Singh Shrishti RamnarayanComparative Study of Machine Learning Techniques for Music Audio Classification
2420070243033Sona SimonTwitter Sentiment Analysis Using Machine Leaning: Hashtag and User Based Profiling
2520070243034Sreejoni BanerjeeSentiment Analysis in the Education Sector
2620070243035T . S . JabeenCart Abandonment Issues and Propensity Model for an Insurance Company
2720070243036Taksale Raj MaheshHand Gesture Recognition System for Mute and Deafblind Individuals
2820070243037Thakur Shanu KanchansinghAIDA - Artificially Intelligent Doctor's Assistance
2920070243038Singh Nitesh UttamAnalysis & Prediction on Income Tax Data Form Different Sectors
3020070243040Wadhwa Vinay RohitImage Caption Generator
3120070243041Aadhiban SjSecuring E-election Using Face Recognition and Blockchain