| Semester | Name | Topic |
| SoSe 25 | Bhoomika Jagadeesha | Leveraging Synthetic Data for Machine Learning Models in Predictive Maintenance: A Framework for Scalable Solutions |
| | Dhiren Bharat Rana | Predicting Stock Prices Using Time-Series Models with Sentiment analysis: Indian Stock Market (NSE) |
| | Divya Vijay Haldankar | From Retention to Revenue: A Dual Approach to Predicting Customer Churn and Lifetime Value in E-Commerce |
| | Eren Bayoğlu | Feature Selection Methods for Real Estate Price Prediction in Different Geographic Markets |
| | Fiorella Rivero Leveroni | Business Analytics : Theoretical Findings and Best Practices |
| | Jing Kang | Opinion Mining Using NLP -An Empirical Case Study of the Electric Vehicle Consumer Market |
| | Megha Bhatia | Study of AI and ML techniques applicable in Risk Management in IT projects |
| | Naman Mathpal | Data Driven Customer Segmentation in Fashion (e commerce) for Personalised Marketing |
| | Oliver Kwabena Aggrey | The Impact of Cross-Cultural Code-Switching Behaviours of International Virtual Teams During Project Delivery |
| | Ömer Faruk Sevincel | Data-Driven Decision Making in Project Management. |
| | Paula Andrea Barrantes Rodriguez | Performance Evaluation of Feature Selection Methods in Enhancing Model Classification for a Dataset with Varied Scale Types. |
| | PEI HUA YUNG | Classification Methods for Epileptic Seizure Prediction |
| | Peter Gutjahr | Automated Information Redaction in Law Enforcement Documents: Evaluating and Deploying a machine learning-driven redaction |
| | Pimsiri Luangrittivut | Retail Demand Forecasting Using Machine Learning Models |
| | Rutik Sunil Bankar | Generating and Analyzing Data for Predictive Maintenance |
| | Spoorthi Ranganath | A Multi-Agent AI Framework for Task Execution with Locally Offline LLMs |
| | Tanmay Sanjeev Joshi | Sentiment Analysis: A Comparison of Traditional Machine Learning and Transformer-Based Models |
| | Tasnim Zerin | The impact of data analytics on the management and success of projects - A systematization of recent findings |
| | Thu Nguyen | Building and Evaluating a Session-Based Recommendation System for the E-Commerce Domain |
| | Yeonghyeon Kang | From Creation to Consumption: The Application, Impact, and Future Implications of AI in the Music Industry |
| WS 24/25 | Adham Farouk Hassan | How can a recommendation engine be optimized for an e-commerce platform to effectively enhance user engagement by predicting and prioritizing products of highest interest to individual users? |
| | Ayca Sanem Osswald | An Empirical Comparison of Traditional Data Mining Techniques and Ensemble Methods for Customer Churn |
| | Lorika Halili | The Potential of Data in Healthcare: Challenges and Strategic Approaches |
| | Khushboo Vitonde | RFM Analysis for Customer Segmentation Methods – Theory and Case Study |
| | MARIEJEM JESSA CRISOSTOMO | Enhancing Tenant Satisfaction in Co-Living Spaces: A Data-Driven Approach, case study at The Base |
| | Osama Al Mofti | Customer Segmentation Using Clustering Techniques |
| SoSe 24 | Akshay Rajesh | Comparison of Auto ML frameworks with traditional models |
| | ECEM GUNHAR AKURAS | Identifying effective machine learning techniques for detecting fraudulent activities in credit card transactions. |
| | Fidelis Duru | Harmonizing Sentiment with Sales: Predicting Music Album Success through Social Media Sentiment Analysis |
| | Garima Prasher | Customer Segmentation of Online Retail Customers |
| | Juan Luis Rocha Jimenez | Algorithmic Trading Strategies: Building a Predictive Model for Price Movement Classification in Financial Markets |
| | Laura Guinand | Predictive Analysis of Solar Energy Production - What is the predictive accuracy of machine learning models in forecasting solar power generation based on historical power output data and environmental conditions? |
| | Lidia Requena Paz | Application of Artificial Intelligence Models for Portfolio Optimization in the Futures Market |
| | Maria Betania Gari | Predictive Analytics: Combining Technical Indicators with Classifier Predictions for Asset Management |
| | Mehmet Cem Akuras | Using NLP Sentiment Analysis Techniques on Amazon Product Reviews to Improve Efficiency of Customer Support Teams |
| | Mohammad Badarneh | Machine Learning Techniques for Fraud Detection in Bank Transactions: An Empirical Study |
| | Nana Hawa Sadiq | Leveraging Natural Language Processing for Customer Perception Analysis |
| | Pablo Faúndez | Development of a Tool for AI-Generated Text Detection |
| | Saurabh Karabhari Mapari | Sentiment Analysis, Keyword Extraction and Topic Modelling using Generative AI |
| | Shinu Joseph | Design and Evaluation of a Recommendation Engine for Optimal User Experience and Efficiency |
| | Simona Paskaleva | Comparison of Imputation Methods |
| | Talat Zakirhusen Sayyed | Sentiment Analysis - Sentiment Analysis – Using statistical methods for classification purposes |
| | Theema Makkapan | Applying Machine Learning to Credit Risk Modeling |
| | Tram Ngoc Luu | Text Classification Using Transformer and LLM Models: A Case Study on Mental Health Detection |
| | Ying Ying Chen | Real Estate Price Prediction Using Traditional Machine Learning and Deep Learning |
| | Yuqing Huang | Analyzing Gender Bias in Parental Roles based on GPT-3.5 Generated Text |
| | Zhiting Du | The data pipeline for business intelligence |
| WS 23/24 | Duygu Birol Ekinci | Concept-Based Interpretation of Deep Learning Models for Alzheimer's Disease Prediction from Neuroimaging Data |
| | Inke Rieckmann | Understanding Social Class Dependencies in Data Science |
| | Rashmi Carol Dsouza | Digitalizing Railway Infrastructure Maintenance Planning with Non-Invasive Sensor Data: A Case Study with Siemens Mobility |
| | Quynh Pham | Cultivating Consumer Insights from Customer Reviews: A Comprehensive Analysis Using Topic Modelling in Natural Language Processing |
| | Marco Antonio Reyes Mendez | Improving Customer Retention using Decision Trees in Marketing Strategies |
| | Javier Alejandro Farrye Masri | Enhancing Failure Detection Of Hard Drives Using Predictive Maintenance And Smart Attributes |
| | Yi Tong Chen | Leveraging Few-Shot Prompting with LLMs for Machine Translation - Analysis of Accuracy Gain Through Examples Determined by Text Similarity |
| | Deep Jayesh Vora | Sentiment Analysis for Hate Speech: Analyzing Linguistic Classification of the Language |
| | Charles Baxter | Analyzing the Implementation and Impact of Scaled Agile Framework (SAFe) in Large Organizations: A Case Study Approach |
| | Sheetal Sahoo | Predictive Maintenance using Machine Learning Approaches |
| | Gibran de Leon Salomon | Transitioning from Keyword-Based Image Retrieval to Semantic Search: An Assessment of Image Retrieval Approaches and a Proof of Concept for an Open-Source Image Semantic Search Engine |
| | Preksha Bhavsar | Applying NLP on Social Media Dataset For Contextual Information Extraction and Prediction of Traffic Conditions |
| | Monika Sapkal | Role of Advanced Reporting Methodology for Applying Data Governance Regulations in Lakehouse Environments |
| SoSe 23 | Dan Khoa Le | A Comparartive Study of Fusion Techniques in Multimodal Deep Learning for Neoadjuvant Chemotherapy Response Prediction in Breast Cancer Patients Using MRI and Clinical Data |
| | Ugur Aras Direkoglu | Building & Evaluating a Recommendation System with Neural Networks based on Purchase Data with Implicit Feedback |
| | Michael Meng | The Impact of gender Bias in Generative AI |
| | Hina Tanvir | A Framework for Analysis of Cervical Cytology Cells to Automate Cancer Screening |
| | Francisco Lynch | The regulation of generative AI: Analyzing existing and proposed regulatory approaches for generative AI, and considering their effectiveness in promoting ethical and legal standards for corporate responsibility and accountability |
| | Nirvaan Hurry | Theory and Application of Recommender Engines – An empirical case study |
| | Ekin Pomay Polat | A sentiment analysis of Amazon review datasets and its applications |
| | Prasad Anil More | Keyword Extraction for Sentiment Analysis to characterize the Customer Opinions from Restaurant Review |
| | Chayanon Laowiwat | Improving the causal estimates on Audible Double Machine Learning model for long term value to make better decisions |
| | My Tran | Applying Predictive Sentiment Analysis and Topic Modeling for Social Media Comments to Improve Retailers' Online Presence |
| | Himanshu Shrirang Dharm | Analyzing consumer impressions in Ecommerce data through feature extraction and sentiment analysis using deep learning |
| | Pablo Isaac Orrico Cousin | Customer Segmentation Using Unsupervised Machine Learning Methods and RFM Model - Theory and Case Study |
| | Lahiru Hakmana Pathiranage | Unsupervised learning approach for short text clustering |
| | Zeyu Song | Using Data Science Techniques Topic Modeling and Sentiment Analysis to Understand the Changes in Social Values in the Context of COVID-19 Pandemic |
| | Himansha Gupta | Determing Representatives of Geometry Clusters for Sheet Metal Processing |
| WS 22/23 | Arik Märker | Extract, transformation and load of production data to create an interactive dashboard for part traceabiltity, system status and Key-Performance-Indicators |
| | Fatimah Abdul Razak | Cost Change Prediction and Analysis using Data Mining Techniques in the Home Goods Market |
| | Ferdinand Schwarz | Artificial Intelligence in pain recognition: Developing and investigating deep learning models for automated pain assessment |
| | Muhammad Yousaf | Sentiment Analyses for Amazon review |
| | Ya-Ting Tsai | Customer segmentation using Machine Learning - A empirial case study in the E-commerce sector |
| | Majd Elshobockshy | Categorizing customer feedback using sentiment analysis - Theory and application |
| | Rania Aboueid | Project management and organizational change management alignment, how and why? |
| SoSe 22 | Behzad Pandi | Image recognition with deep learning techniques |
| | Ken Nagata | Sentiment Analysis for Amazon Product Reviews using Machine Learning Algorithms: Theory and an Empirical Case Study |
| | Florian Dewes | Building a State-of-the-Art Deep Learning German-Language Information Extraction System |
| | Luis Enrique Lopez Toledo | Building a product recommendation engine for a retail sector company using Azure cloud services |
| | Karen Lorena Nino Pedraza | Breaking down time series applying advanced data mining techniques: An empirical case on the music industry |
| | Jorge Oswaldo Flores | Breaking down time series applying advanced data mining techniques: An empirical case on the music industry |
| | Surbhi Sharma | Building Recommendation Systems |
| | Anushruti Deshpande | Identifying relevant features and its impact on the price of real estate using data mining |
| | Aakash Bhatia | Stock Transfer Analysis and Trend Predictions - An empirical study |
| | Vishal Yadav | Identifying customer preferences and support businesses using product recommender engines |
| | Trishala Basti | Image Classification using Deep Learning techniques |
| | Vinothkumar Dhandapani | NLP Sentiment Analysis on Amazon reviews |
| | Riwaj Kharel | Machine learning approach to detect fraudulent banking transactions |
| | Satakshi Sunam | Applying data mining techniques to build a Recommender Engine on an empirical dataset |
| | Kartavya Khanna | Predictive Forecasting and analysis to improve Waste Management for the Fresh foods segment in Quick-Commerce for Getir GmbH. |
| WS 21/22 | Nandhinee Sankara Gumma | Creating an enhanced predictive model for listing prices in residential real estate market using transaction data |
| | Sharan Nandkumar | Optimizing order to delivered time |
| | Shantanu Ladhwe | Productionalizing BERT based Financial FAQ chatbot using transfer learning powered by cloud ML-Ops |
| | Yi-Hsuan Lin | A recommender system for analytical assets: MVP for SAP Enterprise Analytics Store |
| | Yagya Dutt Sharma | Image classification - A proof of concept to categorize clothing images |
| | Jose Alejandro Iglesias Gonzalez | Building a Recommender Engine - Cooperation with OBETA |
| | Trang Ngo Thu | Applications of Machine Learning in Online Shopping Purchasing Intention |
| | Abayomi Iyiola | Implemention of Predictive Customer Analytics on Historic Data to Determine New Potential Investors ( Case Study: Moonfare GmbH) |
| | Madinakhon Kasymova | Generating Natural Language Descriptions of Image Content using Neural Networks |
| SS 21 | Ayah Albarazi | Detecting Fake Profiles on Social Networks using NLP and Machine Learning |
| | Pratika Binani | Inferring the effect of Off-line advertising campaigns using Causal Impact |
| | Camila David Wahrendorff | A review and case study examining the literature and data science methodologies for the detection and propa-gation of fake news in digital media. |
| | Farah Jaafar | Building a supervised machine learning predictive model in detecting fraudulent merchants based on payment history |
| | Ashish Jadon | Application of Machine Learning to Process Data for an Operator Assistance System |
| | Catherine King | The Application of Prescriptive Models in COVID-19 Lockdown Decisions |
| | Kishlay Kumar | Predicting Customer behaviour in a quick commerce company |
| | Vipul Malik | Multiclass Classification of Manufacturer Parts in the Industrial Aftermarket |
| | Nivya Nandakumar | Predicting and analysing customer behaviour for a subscription-based e-commerce company. |
| | Pawin Poboon | The use of machine learning to predict a company's earnings |
| | Jose Alejandro Sandoval | Positive and negative economic impact during the Covid-19 crisis: A quantative comparison of digital businesses and traditional businesses |
| | Hima Bindu Sariputi | Customer Segmentation - How to anticipate the future market potential of the industry/Market based on existing customer purchasing patterns by usng customer segmentation |
| | Sharvari Sawant | Customer segmentationUsing unsupervised machine learning algorithms to perform customer segmentation which identifies the target customers |
| | Bianca Schloo | Data centricity: A framework approach to assess the value of data for companies |
| | Wenzhang Xu | A sentiment analysis of Amazon datasets and its application |
| | Sitki Ender Yolagel | Building A Recommender System on Knowledge Graphs with Neural Networks - A Proof of Concept for Deutsche Telekom |
| WS 20/21 | Susanne Carina Exner | Data Warehouse Projects in Practice Exploring Divergence from Theoretical Concepts |
| | Hardik Jesani | Discriminating similar languages(DSL) using Natural Language Processing (NLP) |
| | Janani Kannan | Process Mining - A Theoretical & Emprical Approach |
| | Hyemi Mun | Natural Language Processing - An empirical case study, Topic modeling |
| | Thi Ha Linh Nguyen | Customer segmentation using RFM approach and unsupervised learning method – Theory and Case study |
| | Andrés Ruiz Montanez | Implementaton of Machine Learning Projects in the Business Environment - An Empirical Case Study About Organizational Readiness |
| | Damian Harris Spencer | Agile and Scrum - An Empirical Study of the Feasibility of Story Points |
| | Esther Ruth Taan | Sentiment Analysis of Amazon Product Reviews - an Empirical case study |
| | Damla Uray Aydogan | Fraud Detection Using Data Mining Techniques - An Empirical Case Study |
| SS 20 | Shih-Yi Chen | Aspect-based Sentiment Analysis: an unsupervised approach to expand Sentiment Lexicon |
| | Andres Costa Cordova | An analysis on the shifting patterns from ownership to subscription economy |
| | Anuj Uday Dixit | Business Intelligence: A case study - Theoretical findings and best practices |
| | Parul Grover | Cancer prediction using Data Mining |
| | Xia He | Theory and application of Sentiment analysis of Amazon reviews using machine learning and transfer learning - An empirical case study |
| | Aelee Im | Development of forecasting model to identify emerging business topic via text mining approach using patent data |
| | Sunghill Patruni | Identification of structures through Process Mining |
| | Neetu Pundir | Building a Recommendation Engine - In empirical case study |
| | Laura Patricia Roldan Solano | Conversion prediction - Theory and proof of concept of customer behavior in online freight forwarding |
| | Aashish Sahni | Comparison of data mining approaches on local and cloud services |
| | Roshan Samuel | Applying supervised machine learning techniques to predict user supscription pattern in bank tele-marketing |
| | Muhammad Haris Shafiq | Evaluation of Deep Learning architectures for defect detection in laser welding applications |
| WS 19/20 | Ana Maria Arias Trejos | Clustering customer journeys |
| | Boris Gabriel Borja Marcial | Risk Assessment of the Hello Fresh Upstream Supply Chain in Germany |
| | Bhumika Nareshbhai Dobariya | Building and evaluating a movie recommender engine |
| | Mostafa Mohamed Mostafa Abdelmeged El-Zayat | Modeling Deep Machine learning in Business Intelligence for Fintech Industry |
| | Siddaling Gurupad Kattimani | Data Warehousing to Enable and Optimize an Omnichannel Food Platform |
| | Robert Cunningham Koleszar | Theoretical Approaches to Alphanumeric MID-Matching in the Financial Industry |
| | Bhavya Linganna | The benefits of Scrum methodology in non-profit-projects |
| | Faharideen Awal Mohammad | Does naive diversification outperform modern portfolio theory? An empirical investigation. |
| | Prasanna Popatlal Nahar | Multi Lingual Sentiment Analysis to Improve Customer Experience |
| | Robin Niederdellmann | Business Application of Artificial Intelligence: Statistical Details and proof of concept of Hybrid Recommender Systems |
| | Hyun Hee Park | Predictive model for forecasting demand focussing on marketing-related factors - Case study |
| | Mohit Rohilla | Business Intelligence - Theoretical Findings and Best Practices |
| | Felix Nikolaus Scheibe | The Rise of Python and Qlik Sense in Data Science: Prospects and Limitations - Two case studies from the aviation industry |
| | Ting Shen | Time series forecasting with statistical, data mining and machine learning techniques |
| | Chun-Han Tai | Evaluation of a Big Data Streaming Pipeline Solution: A Case of Data Transmission in Apache Kafka |
| | Shu-Jen Xie Jeng | Empirical analysis of stock market reactions to the announcement of female top executives |
| SS 19 | Rinku Santram Bondar | Implementing a chat bot for customer service based on data mining |
| | Carlos Guillermo Cardenas Velasquez | Added business value by implementing Chat-bots - Statistical details, Best Practices and Proof of Concept |
| | David De la Cruz | Predicting the return of a SKU analysis on the factors behind returns |
| | Ching-Ju Liu | Machine Translation into English from Variable Numbers of Keyframes of American Sign Language Videos |
| | Charan Teja Malela | Building a recommender engine with respect to customer sementation - A proof of concept for OBETA |
| | Abhinav Nangia | Entity matching with methods for NLP on a data stock containing mainly patent and research funding information |
| | Huyen Trang Nguyen | Theory and Practice of Algorithms to deal with imbalanced datasets |
| | Raghav Raghav | Imbalanced Data in Data Mining - Theory and best practices in statistical Modelling |
| | Madhuri Ramachandra | Real Time Social Media Analysis using Machine Learning Techniques |
| | Nakul Sharma | Intelligent Matchmaking In Insurtech Domain |
| WS 18/19 | Siraprapa Chalermphao | Comparison of Communication Patterns in Projects |
| | Delvin Davis | Sentimental analysis of Android playstore customer reviews meta-data using text mining |
| | Anubhav Dhiman | Customer Lifetime Value prediction for Flaconi GmbH |
| | Sharvesh Gopal Premkumar | Buzz Analysis Of Online Gaming Campaigns for different Social Media Channels Using Text Mining |
| | Onurhan Irkin | Customer Segmentation with Unsupervised Learning |
| | Vinal Ramesh Kamble | Dealing with imbalanced datasets - an overview of approaches and methods |
| | Jaime Mendoza | Analyzing Music Preferences - Theory and Practice of modeling consumer behavior |
| | Karthik Mudlapur | Identification of Mechanical Components During Inspection Using Computer Vision With Deep Neural Networks |
| | Sourabh Sudhir Narkar | Scraping the web for trending innovations using text mining techniques in Manufacturing Industry |
| SS 18 | Anish Arora | Improved credit risk scorecard through Logistic Regression specific binning techniques |
| | Bedour Banjar | The Role of Personal characteristics for Project Managers on the Project Success in Saudi Arabia Companies |
| | Arun Kumar Bhardwaj | Analysis of Text Analytics Algorithms to develop a Smart Search Engine |
| | Ved Prakash Bharti | Recommendation system and its application |
| | Monica Andrea Espitia Garcia | Headcount Predictive Modelling of a Business Line in the Automotive Sector |
| | Jose Mauricio Hoyos | Innovation in Project Management. How to encourage a project team to become more innovative. |
| | Arun Kumaran | Theory and application of an Auto-Suggest engine based on a Hybrid recommendation systems |
| | Sandra Yojana Meneses Barroso | A multilingual classifier of proficiency level through deep learning |
| | Tanu Shree Pareek | Decision support tool for the management of severe trauma |
| | Lakshmi Priyanka Penugonda | Best Practices in Business Intelligence System - An Example Driven Analysis - |
| | Vishnu Vijay Sassikumar | Can Agile be Adopted to the Challenges of IIoT? |
| | Md Shahjahan | Developing Project Management Method for Blockchain Implementation in Supply Chain |