Adaptive AI Task Automation
- • Task-specific agent specialization and orchestration
- • Self-learning AI agent systems for recurring tasks
- • Continuous optimization through execution data and human feedback
- • Scalable deployment and monitoring infrastructure
Advanced Robotics Solutions
- • Custom mobile robot development and integration
- • Self-learning autonomous navigation systems
- • Human-robot interaction powered by LLMs
- • Spatial AI and scene understanding
Enterprise AI Integration
- • Custom LLM-based information processing systems
- • Agentic AI frameworks
- • Tool-augmented AI assistants
- • Multimodal AI solutions
AI Research & Development
- • Grounded perception for LLMs
- • Neurosymbolic AI system architecture
- • LLM integration for autonomous systems
- • Self-supervised learning solutions
- • Probabilistic modeling and uncertainty quantification
Meet the Founder
Dr. Robin Karlsson is a pioneering AI and autonomous robotics researcher with over a decade of multidisciplinary experience spanning software engineering, robotics engineering, and academic research.
• Recently completed groundbreaking PhD research at Nagoya University on developing a theoretical framework for general-purpose mobile robots, introducing revolutionary approaches to state representation and continual learning from experience.
• Led the successful development of Qatar's first government service robot, demonstrating practical expertise in end-to-end AI system development. Previously worked as research scientist at two outstanding Tokyo-based startups Tier IV and Ascent Robotics.
• Brings unique cross-cultural expertise with extensive experience in Japanese business environments (JLPT N2 certified) and proven success in cross-cultural enterprise projects. Published researcher in leading AI and robotics conferences and journals, combining theoretical depth with practical implementation skills.
Current academic position:
Researcher, Nagoya
University, Japan
Previous positions:
Chief AI Research Scientist, Government entity, The Gulf
Research Scientist, Tier IV, Japan
Research Engineer, Ascent Robotics, Japan
Software Engineer, Dassault Systemes, Japan
Software Engineer, Prometech
Software, Japan
Education:
PhD, Graduate School of
Informatics, Nagoya University, Japan
MSc, Graduate School of
Frontier Sciences, Univeristy of Tokyo, Japan
BSc, School of
Engieering, Aalto University, Finland
Linkedin: www.linkedin.com/in/robin-karlsson-6a1ba4139
Email: robin@exodapt.ai
Github: robin-karlsson0
"There was a time when humanity faced the universe alone and without a friend. Now he has creatures to help him; stronger creatures than himself, more faithful, more useful, and absolutely devoted to him. Mankind is no longer alone."
Contact: robin@exodapt.ai