Magnus Friberg
I'm a entrepreneur and ML engineer focused on making AI systems. Currently building saltfish.ai, where we're revolutionizing employee onboarding through AI personalization.
Previously led data teams at Seenthis and Spotify, where I specialized in large-scale data infrastructure and machine learning applications.
🛠 Work Experience
saltfish.ai - Founder & CTO
2024 - Present
- A B2B AI company specializing in personalized onboarding and activation.
Seenthis - Lead Data Engineer
2022 - 2024
- Architecting data solutions to handle billions of data points monthly.
Key Project:
Built the entire data infrastructure from ground up, implementing a scalable event-driven architecture processing billions of events. Designed and deployed data pipelines using Google Cloud Platform, enabling real-time analytics and ML model serving.
Spotify - Senior Data Scientist
2018-2022
- Primarily focused on developing data pipelines and driving insights from data analytics.
Key Project:
Devised a BERT model to classify customer interactions from social media. By leveraging clustering models to pinpoint problem topics, we subsequently collected data and refined our model to categorize millions of interactions into 37 distinct topics.
🎓 Education
-
Bachelor of Science in Business and Economics
University of Gothenburg -
Bachelor of Science in Statistics
Stockholm University