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Stijn Willems
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
Stijn Willems
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
Stijn Willems
3 months 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
Stijn Willems
4 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
Stijn Willems
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
Stijn Willems
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
Stijn Willems
2 months ago
Friday retrospective in the meeting room. Three successful model deployments this month. Team is hitting their stride. Celebrated with cake. Small wins deserve recognition! #team #success #friday
Stijn Willems
4 months 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
Stijn Willems
3 months ago
Sunset over the city, model finally deployed. Six months from research to production. The API is handling real requests now. Watching inference logs is oddly satisfying. #deployment #mlops #success
Stijn Willems
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
Stijn Willems
3 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