THESIS: AI-Driven Data Pipeline Optimization in Edge Computing Environments

High level descriptionIndustries increasingly collect sensor data from equipment, but much of this data is not fully used for real time insights or predictive maintenance. A device-to-cloud prototype can demonstrate how even simple hardware can generate valuable data for health monitoring and failure prediction.Who are we looking for?Bachelor/Master of...

AbstractManaging third-party dependencies is critical for software security, yet existing tools such as Dependabot treat all version updates and reported vulnerabilities as equally urgent. This lack of prioritization leads to alert fatigue and wasted developer effort. This thesis explores how AI can make dependency risk management more contextual and...

High level descriptionAI agents in Customer Success can streamline documentation by automatically capturing key insights from customer interactions and updating knowledge bases with accurate, easy-to-find content. They can analyze large sets of customer data to identify trends, summarize findings, and prepare structured updates. For monthly reporting, AI...

High level descriptionWith the rapid advancement of artificial intelligence, AI-driven communication tools such as chatbots, virtual assistants, and deepfake voice generators, are becoming increasingly indistinguishable from human interaction. While these technologies offer numerous benefits, they also pose significant risks by blurring the line between...

High level descriptionWith the rising amount of AI agents (ChatGPT, OpenAI, Grok, Microsoft CoPilot, Google Gemini, …), it becomes more difficult to know which AI agent to use in different contexts. Some agents might not be fact based enough with no access to real time data, others are easily manipulated by the user, others might provide propaganda due to...

High level descriptionData engineering is the process of refining raw data into a usable state. For example, transforming raw CSV or JSON files into structured formats ready for analysis. There are many platforms and tools available to support this process, each with different trade-offs in terms of performance, scalability, and usability. This thesis will...

BackgroundIn today's digital landscape, services and offerings are increasingly composed of multiple interconnected applications and systems. This complexity makes it difficult to trace which services are tied to a specific customer identifier and to detect issues such as failed orders or recurring system errors.Traditionally, support and operations teams...

High level descriptionThis project examines the application of artificial intelligence in translating change requests into automated test cases by referencing software interface descriptions, aiming to enhance verification coverage and overall software quality.Who are we looking for?Bachelor/Master of Science in Computer Science/EngineeringProject...

High level descriptionGenerative AI is increasingly used in software development to write code, tests and suggest solutions. This increases productivity but at the cost of several risks, one being security. The AI tools being used may generate code that contains vulnerabilities, reproduce insecure patterns from training data, or create a false sense of...

High level descriptionThis project explores the application of artificial intelligence in software engineering to accelerate the formulation of change requests from initial business needs and enhance the precision of early-stage estimates.Who are we looking for?Bachelor/Master of Science in Computer Science/EngineeringProject descriptionUtilizing prompt...