Machine Learning
Models, pipelines, training, evaluation, and shipping ML that actually works in production.
192 members
Discussions
How do you decide which data to label next?
by
Binh Nguyen
· Nov 8, 2026
6 replies
Evaluation metrics that looked great offline and then failed in production
by
Logan Kim
· Mar 11, 2026
7 replies
Model drift in production: what does your monitoring setup actually look like?
by
Taylor Nguyen
· Jan 29, 2026
8 replies
Feature engineering vs. more data: where do you invest time first?
by
Drew Scott
· Jan 24, 2026
5 replies
ML circle thread #3: when RAG beat fine-tuning for us
by
Avery Le
· Jan 21, 2026
15 replies
ML circle thread #2: offline vs online metrics disagreeing
by
Riley Khan
· Jan 21, 2026
15 replies
ML circle thread #1: labelling drift we finally measured
by
Reese Nguyen
· Jan 21, 2026
15 replies
ML circle thread #6: shadow deployments for ranking changes
by
Logan Nguyen
· Jan 20, 2026
15 replies
ML circle thread #5: evaluating hallucinations in support bots
by
Drew Ahmed
· Jan 20, 2026
15 replies
ML circle thread #4: latency budgets for embedding search
by
Avery Brown
· Jan 20, 2026
15 replies
ML circle thread #9: human-in-the-loop review queues
by
Casey Hoang
· Jan 19, 2026
15 replies
ML circle thread #8: GPU spend caps that actually stuck
by
Casey Ahmed
· Jan 19, 2026
15 replies
ML circle thread #7: feature stores worth the overhead?
by
Jordan Wilson
· Jan 19, 2026
15 replies
ML circle thread #12: synthetic data that helped vs hurt
by
Jordan Pham
· Jan 18, 2026
15 replies
ML circle thread #11: cold start problems on edge devices
by
Avery Tran
· Jan 18, 2026
15 replies
ML circle thread #10: monitoring model version skew
by
Jordan Scott
· Jan 18, 2026
15 replies
ML circle thread #15: active learning sampling strategies
by
Hayden Tran
· Jan 17, 2026
15 replies
ML circle thread #14: explainability requests from compliance
by
Quinn Miller
· Jan 17, 2026
15 replies
ML circle thread #13: bias testing that changed a launch
by
Avery Carter
· Jan 16, 2026
15 replies
ML circle thread #18: data leakage across time splits
by
Skyler Wilson
· Jan 16, 2026
15 replies
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