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
2 months 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 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
Late office hours, GPU cluster humming. Distributed training across 8 cards. The model is learning patterns we couldn't program manually. Watching AI learn is fascinating. #distributed #training #deeplearning
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
Standing desk, dual monitor setup, TensorBoard on one, code on the other. The learning curves are converging nicely. Three more hours and we'll have a production-ready model. #tensorflow #training #office
3 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
Conference room presentation on our NLP project. Stakeholders impressed by the demo. The chatbot answered questions they didn't expect it to handle. Months of work, validated in minutes. #nlp #demo #presentation
3 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
2 months 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
24 days 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
29 days 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
24 days 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
Late office hours, GPU cluster humming. Distributed training across 8 cards. The model is learning patterns we couldn't program manually. Watching AI learn is fascinating. #distributed #training #deeplearning
3 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
