Writing
RSSEssays on this site
Forward Deployment Is the Next Frontier of Digital Transformation in Industry
Why I am convinced that FDE will be the next real chapter of digital transformation
Why Trade-offs Are Steering Industrial AI
Industrial AI runs on trade-offs, not optimality, and digital transformation is really just organizations getting deliberate about the trade-offs they used to make by accident.
What After Watching Westworld?
Was I the same when I got up this morning? I almost think I can remember feeling a little different. But if I am not the same, the next question is. Who in the world am I? Ah, that is the great puzzle!
Selected writing elsewhere
Swarm Intelligence-Based Framework for Accelerated and Optimized Assembly Line Design in the Automotive Industry
Two discrete metaheuristics for hybrid assembly line balancing beat expert-tuned baselines by up to 20% on cycle time. Journal of Intelligent Manufacturing.
(opens in a new tab)Online Reinforcement Learning for Designing Automotive Hybrid Assembly Sequence: A Task Clustering-Guided Approach
A task-clustering-guided reinforcement learning approach for sequencing hybrid automotive assembly lines. IFIP AIAI 2024, Corfu.
(opens in a new tab)A Comparative Analysis of Hybrid Assembly Line Key Performance Indicators Between a Real-world Industrial Setting and a Fast Discrete Event Simulator
Comparing KPIs measured on a real hybrid assembly line against a fast discrete-event simulator. IEEE IEEM 2023, Singapore.
(opens in a new tab)ManufactSim: Manufacturing Line Simulation Using Heterogeneous Distributed Robots
A manufacturing line simulator built on heterogeneous distributed robots. IEEE AINA 2022, Sydney.
(opens in a new tab)Parameters Correlation of Deep Learning Model for Visual Inspection in the Automotive Industry
Combining model confidence scores with visual explanation heatmaps to improve automotive weld-seam inspection accuracy. IEEE ICCCR 2022, Shanghai.
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