4 months ago
Cappuccino and confusion matrix analysis. The recall is great but precision needs work. Threshold tuning session ahead. Every metric tells a story about real-world impact. #machinelearning #metrics #coffee
1 month ago
Park during lunch, sketching a neural network on paper. Sometimes analog tools help digital problems. The architecture is clearer now. Back to the office to implement! #neuralnetwork #thinking #nature
2 months ago
Morning espresso while watching the training loss decrease. 50 epochs in, validation metrics looking promising. The overnight GPU session was worth it. ML requires patience and coffee. #machinelearning #training #coffee
22 days ago
Cozy cafe corner, laptop open, writing the model documentation. Technical writing is underrated. If you can't explain it simply, you don't understand it well enough. #documentation #communication #coffee
3 months ago
Quiet corner of the library, reading about reinforcement learning. The theory is beautiful. Planning to apply it to our recommendation system. Academic papers are underrated learning resources. #reinforcementlearning #learning #research
3 months ago
Morning yoga, then model evaluation. Clear mind for clear analysis. The precision-recall tradeoff is where we need to focus. Business requirements should guide the threshold. #evaluation #metrics #morning
3 months ago
Traffic jam, perfect time for the ML podcast backlog. Discussed episode with colleague later. Community knowledge sharing is accelerating the field. We're all learning together. #learning #community #traffic
2 months ago
Office whiteboard covered in neural network diagrams. Explaining attention mechanisms to the new intern. Teaching reinforces understanding. The lightbulb moment on their face was priceless. #deeplearning #teaching #office
1 month ago
Cappuccino and confusion matrix analysis. The recall is great but precision needs work. Threshold tuning session ahead. Every metric tells a story about real-world impact. #machinelearning #metrics #coffee
