📍 Copenhagen, Denmark

Here are some side projects I’ve built so far.

Master’s Thesis Project
🔗 Strategy design and model training (Python, FL, LSTM): https://github.com/bowl1/Wind-and-AI

🔗 End-to-end demo application (ML→API→UI): https://github.com/bowl1/Behaviour-Aware-Federated-Wind-Power-Forecasting-System-demo

• Built a distributed wind power forecasting system across 400+ independent wind turbines.
• Designed a behaviour-aware auto-split clustering strategy to hierarchically group heterogeneous clients using only locally aggregated statistics.
• Trained cluster-specific federated LSTM models and evaluated them against centralized and geographic baselines under real-world data heterogeneity.

Tech: Python, PyTorch, Federated Learning, LSTM, Time-Series Forecasting, C#, FastApi

🔗 https://github.com/bowl1/AskMyDocs-AI-app
🌐 https://askmydocument.vercel.app

• Built a document-grounded AI assistant that answers questions strictly from user-uploaded PDFs.
• Always provides page-level citations and refuses to hallucinate.
• Deployed backend and frontend separately with automated CI/CD pipelines.

Tech: Python, FastAPI, React, Next.js, RAG, Docker, GitHub Actions

🔗 https://github.com/bowl1/short-time-wind-energy-forecasting-system
📡 API Docs: http://13.60.68.102/docs

• Developed a machine learning–powered forecasting service using real-world weather and energy data.
• Built a RESTful API, tracked experiments with MLflow, and deployed the system on a cloud VM using Docker and CI/CD.

Tech: Python, FastAPI, scikit-learn, MLflow, Docker, AWS

🔗 https://github.com/bowl1/social-chat-app
🌐 https://social-chat-dk.vercel.app

• Built an anonymous social sharing platform focused on mental health.
• Supports text and media posts with per-group aliases, preserving user privacy.
• Implemented authentication, media uploads, and scalable feed interactions.

Tech: React, TypeScript, Next.js, PostgreSQL, Prisma, Firebase Auth

🔗 https://github.com/bowl1/FridgeToFood-mobile-app

• Built a cross-platform mobile app that generates recipe ideas based on ingredients available at home.
• Designed for simplicity, everyday use, and reducing food waste.

Tech: Flutter, Mobile App Development

🔗 https://github.com/bowl1/Search-Engine-with-different-index

• Implemented a mini search engine using forward and inverted indexing.
• Indexed 25,000+ Wikipedia articles and benchmarked query performance.

Tech: Java, SQLite, Indexing, JUnit, JMH

📫 Contact
Email: [email protected]