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Total verified contributions: 40 threads, 40 answers, 5 topics, and 0 briefs.
👑 TIER 3B · COUNCIL LEADER
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Gaurav Bhasin
🏢 Independent Scholar · General Curriculum
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Gaurav Bhasin
Verified Council ContributorRecognized Tier 3 contributor actively shaping global knowledge, community threads, and peer learning vectors.
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Council Leader
Verified Tier 3 Scholar
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Questions & Threads
Public Discussions
Data Science
How to evaluate regression models beyond simple R-Squared (RMSE, MAE, MAPE)?
Practical answer and configuration guide for How to evaluate regression models beyond simple R-Squared (RMSE, MAE, MAPE)?.
Digital Advertising
What is Conversion API (CAPI) and why is first-party server-side tracking mandatory post-cookie loss?
Practical answer and configuration guide for What is Conversion API (CAPI) and why is first-party server-side tracking mandatory post-cookie loss?.
Digital Marketing
What is Product-Led Growth (PLG) and how does it alter traditional digital marketing strategies?
Practical answer and configuration guide for What is Product-Led Growth (PLG) and how does it alter traditional digital marketing strategies?.
Machine Learning
What are the main differences between supervised, unsupervised, and reinforcement learning paradigms?
Practical answer and configuration guide for What are the main differences between supervised, unsupervised, and reinforcement learning paradigms?.
Machine Learning
How to detect model drift and data drift in production prediction APIs using Evidently AI?
Practical answer and configuration guide for How to detect model drift and data drift in production prediction APIs using Evidently AI?.
Peer Answers
Community Replies
Answer on: How should tool authorization and API token exposure be handled in autonomous coding agents?
Great practical tips!
4 hours agoAnswer on: What is the most effective approach for handling embedding index updates without downtime in vector stores?
Good overview! One gotcha with Okta SCIM syncs is they can take 30-60 seconds to propagate. For immediate access revocation, trigger manual session invalidation alongside disabling the Okta account.
4 hours agoAnswer on: What are the most effective techniques for structured output generation without breaking JSON syntax?
Spot on about SCIM provisioning. If you don't enable SCIM push groups, you'll end up manually assigning users in two places anyway.
4 hours agoAnswer on: How do Meta-Prompts and automated prompt optimization algorithms (DSPy) work?
Clear and to the point. Thanks for sharing this!
4 hours agoAnswer on: How to configure toxic content and copyright violation detectors for generative text APIs?
We paired this with `granted` (by Common Fate) so engineers can switch between AWS SSO roles instantly from terminal.
4 hours ago