I'm Maciej Satkiewicz - AI researcher, founder, consultant, full-stack developer, mathematician, poet, and freestyle skater.
I combine problem-oriented thinking from business with deep foundational research. My current focus is on transparent AI, explainability, learning theory, adversarial robustness, and the path toward radically more efficient lifelong AI systems.
- AI Research Lead at Cogita AI
- President of 314 Foundation
- Expanding my Semantic Pullbacks - serious alternatives to gradients for interpreting deep networks
- Working on more effective and transparent information routing schemes for neural networks
Professionally, I have worked as a full-stack developer, data scientist, AI research engineer, and technical/scientific lead. I have built and deployed computer-vision, NLP, and recommendation systems, including 3D detection models for medical ultrasound, NLP tools for business workflows, and recommendation systems for production use.
I have experience across the full AI project lifecycle: research, prototyping, model implementation, production deployment, GPU infrastructure, Docker-based environments, and performance optimization.
Earlier, in mathematics, I solved an open problem in general topology during my bachelor’s work. I also taught academic exercises on adversarial robustness at the University of Warsaw.
- Personal links: https://linktr.ee/maciej_satkiewicz
- Email: maciej.satkiewicz@314.foundation
Simplify & Solve IT.
Let's build together!