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Soma Mori
21 days ago
Team breakfast discussing data labeling strategies. Good annotations are expensive but essential. Decided to invest in quality over quantity. Garbage in, garbage out applies to AI too. #data #quality #teamwork
Soma Mori
1 month 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
Soma Mori
2 months ago
Collaborative workspace, three data scientists, one Jupyter notebook. Ensemble methods discussion over lunch. The combination of models outperforms any single one. Diversity wins again! #datascience #teamwork #ensemble
Soma Mori
1 month ago
Coffee break turned into architecture debate. Transformers vs traditional models for our use case. Both have merits. Decided to A/B test. Let the data decide! #architecture #transformers #coffee
Soma Mori
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
Soma Mori
3 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
Soma Mori
3 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