Learning Log
A collection of case studies, technical experiments, and product reflections. Bridging the gap between AI algorithms and user experience.
The Martingale Illusion: An Analysis of Tail Risk
A Monte Carlo simulation exploring why "foolproof" doubling strategies fail in constrained systems. Analyzing the divergence between theoretical probability and engineering reality.
The Pivot: Nordic EdTech Agent
Navigating a client's impossible requirement (LMS Integration) by negotiating a strategic pivot to a standalone NLP web app using TensorFlow.
Transformer Architecture Visualization
Deconstructing the Attention Mechanism for non-technical stakeholders.