Magnus F.Private profile: Upwork shows its earnings only to signed-in members, so we check it every few weeks, not daily. MRR here is a rough estimate (Upwork's six-month earnings ÷ months active). Last read Nov 5, 2026.

🚀 Top-Tier Data Scientist & Software Developer with 100% Success Rate! 🚀 Specializing in: Advanced AI/ML Model Construction 🤖 Developing practical AI and Machine Learning solutions to solve real-world problems, specializing in areas like predictive modeling and natural language processing. End-to-End Software Development 🛠️ Handling all stages of software development, from idea to launch, delivering reliable and user-friendly solutions to meet various needs. Resilient Data Pipelines ⛏️ Building sturdy and efficient data pipelines to manage the flow of data between systems, focusing on reliability and ease of use.. Comprehensive Data Analysis 🔍 Analyzing data to find useful insights, using straightforward statistical methods and clear visualizations to make information accessible and understandable. Bot Development & Web Scraping 🕷️ Creating bots and web scrapers to automate tasks and collect data from the web, ensuring reliability and efficiency in data retrieval and organization. 🌟 SR Engineer at Spotify 🌟 Achievements include: Buiding diverse workflows & predictive models 👨‍💻 Developed various types of workflows and models to help with predictions, aimed at simplifying planning and decision-making for businesses. Optimizing software applications for performance ⚡️ Refactored apps to ensure they ran smoothly and quickly, worked on resolving issues and enhancing user-friendliness. Enhancing SQL query efficiency 📊 Tweaked SQL queries to speed them up and improve reliability, making access to information quick and dependable. User-Friendly & Powerful Dashboard Design 🧐 Created dashboards that were easy to use but provided lots of insights, allowing users to easily understand and utilize the information given.