DS Graduation - Final Project Presentation

During the graduation event, students will present the following projects:

• GridWatch: Predictive Analytics Meets Europe's Energy Crisis - A Machine Learning Early Warning System for Power Grid Stress. -> April 2025: Spain and Portugal went dark. Millions without power. Could AI have seen it coming? Team GridWatch thinks so. Discover how machine learning is revolutionizing grid stress prediction across Europe.
• Swiss Connection: -> How to know others are rich. Bulding a KPI Dashboard for an asset management platform trying to predict managed assets and finding out how this business works in 4 weeks.
• Business IQ (MAPS): -> This project addresses a critical challenge in food security by developing a machine learning model to forecast wholesale maize prices. It focuses on key agricultural regions to provide accurate and timely price predictions. The project delivers multi-week forecasts to support risk management, enhance market transparency, and enable stakeholders to make more informed operational and strategic decisions.
• Magic: The Scannering -> Turn your camera into an instant Magic card scanner. Detect, digitize, and organize your entire collection in seconds with AI-powered recognition. Search, filter, and manage your cards effortlessly from one smart app.
• SuSteelAibility: ->Understanding the commitment-capability-action pathway: SuSteelAible provides a clear, data-driven view of how European steel producers are progressing on their decarbonisation journeys. Powered by advanced text analytics and a uniquely curated dataset, the platform assesses commitment using climate-focused language models (ClimateBert), uncovers internal barriers through structured knowledge extraction (RAG), and maps external constraints using systematically collected policy and market data. By integrating company-level, country-level, and EU-wide indicators, SuSteelAible identifies conditions that enable progress. It translates complex transformation dynamics into actionable insights for industry leaders, policymakers, and investors; highlighting readiness, investment needs, and emerging opportunities.
• “We Built a Virtual Machine That Never Breaks - But Tells You When Yours Will! ...And Why!” -> This digital twin reads your milling machine’s mind - test torque, temperature, and tool wear in a safe simulation environment based on machine learning algorithms and watch the model warn you about potentially resulting machine failures before applying them in the real world.
• Innovation Intelligence Suite: AI tools can reduce research time by ~30%,
  but only ~10% deliver real business value (BCG, 2025). We built an Innovation Intelligence Suite (B2B2C) MVP that combines intelligent RAG with tech maturity prediction to help R&D teams identify what's next in automotive AI - faster and with greater precision.