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Breathing KMeans vs KMeans
Robustify KMeans with centroid addition and removal.
11 hrs ago
•
Avi Chawla
AI Agent Deployment Strategies
...covered with usage in production.
Oct 6
•
Avi Chawla
4
Model Deployment in MLOps Lifecycle
...covered from a system design perspective.
Oct 4
•
Avi Chawla
4
[Hands-on] Build a Real-time Knowledge Base for Agents
...using a 100% local tool stack.
Oct 3
•
Avi Chawla
5
9:03
Activation Pruning for Model Compression (with implementation)
Removing 74% neurons with 0.5% accuracy drop.
Oct 2
•
Avi Chawla
4
A 100% Open-source Alternative to n8n!
+ a common misconception about RAG indexing!
Oct 1
•
Avi Chawla
8
September 2025
6 Popular Agentic Design Patterns Used in AI Products!
...explained visually
Sep 30
•
Avi Chawla
8
6 Must-know MCP Primitives for AI Engineers
..explained with usage.
Sep 29
•
Avi Chawla
5
Model Development and Optimization for Production (With Implementation)
...covered from a system design perspective.
Sep 27
•
Avi Chawla
6
4 LLM Text Generation Strategies
...explained visually.
Sep 26
•
Avi Chawla
2
What is Contrastive Learning?
A popular ML interview question, explained with a use case.
Sep 25
•
Avi Chawla
3
How to Build Agents That Don’t Fail in Production
...a step-by-step guide (with code).
Sep 24
•
Avi Chawla
5
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