Medical Device Event Analysis
Used large language models to read and sort narrative medical device event reports, making safety summaries clearer and helping teams spot potential issues earlier.
Software Engineering Consultant
I'm Johan Gustafsson. For over 20 years, I've been supporting companies in their digital transformations. Whether I design data models, architect cloud infrastructure, or train AI models, my focus is always on delivering solutions that are user-centered, maintainable, secure, and provide real business value.
With 15+ patents to my name, I bring creative thinking to technical challenges. I work with companies on everything from short exploratory projects to long-term partnerships.
I support clients in projects ranging from short pre-studies to multi-year full-time commitments. Available on-site in the Gothenburg region or remotely, with strong expertise in a wide range of areas:
I chose the name Cognito from the Latin cognoscere – "to learn, to come to know" – because it describes how I work. Before I propose architectures or models, I spend time understanding how your business really operates. From there, we design software and AI solutions that fit the way you work, not the other way around.
Used large language models to read and sort narrative medical device event reports, making safety summaries clearer and helping teams spot potential issues earlier.
Built time-series forecasts for inbound recycled materials so planning, inventory decisions, and collaboration across the recycling value chain could rely on more predictable flows.
Set up a data pipeline that continuously processes sensor data from industrial equipment, using cloud services and storage that keep the data ready for analysis and follow-up.
Designed a system for real-time monitoring of residential energy storage, surfacing clear alerts when patterns suggest that something may need attention.
I've had the chance to work with companies across industries, including:





Get in Touch
Have a project in mind? I'd love to hear about it. Drop me a line and I'll get back to you within a day.
Or call: +46 (0)70 365 40 73