HaraldStuge.
Data scientist turned innovation student.
Aspiring Product Manager. Two years building LLM products as a data scientist at Rystad Energy, now doing an MSc at Imperial College London.
Three threads
Where I learned
MSc Innovation, Entrepreneurship & Management
2026 – 2027Imperial College London
Technology and innovation, venture strategy, and product and project leadership.
Bachelor of Informatics
2021 – 2024NTNU
Math, communication technology and product development. Teaching assistant in discrete mathematics.
Where I've worked
Data Scientist
2024 – 2026Rystad Energy
Shipped an LLM reporting product that condenses up to 100 memos a week into short, targeted reports, saving each reader about 1.5 hours of triage a week. The report generation backend takes inspiration from GraphRAG, so it can group themes and entities across memos without overloading the model's context. Core member of the LLM team as our products moved from standard RAG to agentic, tool-using systems.
Data Integration Intern
Summer 2023Rystad Energy
Designed and built an ETL pipeline syncing user activity into the sales team's CRM, and presented it company-wide.
Teaching Assistant, Discrete Mathematics
Autumn 2022NTNU
Graded weekly assignments and ran guidance sessions for 30 students.
Sales and Logistics Intern
2020 – 2021Swims
Managed B2B customer relationships and took over all EU customer service, coordinating deliveries with the warehouse in the Netherlands.
Fire Safety Soldier
2019 – 2020Norwegian Armed Forces
Served as a smoke diver with HSE responsibilities, and organised training exercises for recruits.
A bit about me
Aspiring Product Manager
I'm a tech enthusiast and curious by nature, so I love to learn. After two years of work experience as a data scientist the natural step was a degree focusing on Innovation. Away from the screen I love nature and sports. I play tennis and padel, and I love skiing, cross country, downhill and ski mountaineering.
- Background
- Data science · LLM products · RAG & agents
- Now
- MSc Innovation at Imperial · Product strategy · Venture building