Deployment

Build Portable ML Models with ONNX

...explained with code.

Jan 19 • Avi Chawla

Build Unified API Endpoints for Agents

...in a minute across any framework (Crew, LangGraph, Strands)!

Jan 9 • Avi Chawla

[Hands-on] Deploy and Run LLMs on your Phone!

...explained step-by-step with code (100% local).

Dec 24, 2025 • Avi Chawla

0:14

AI Agent Deployment Strategies

...covered with usage in production.

Oct 6, 2025 • Avi Chawla

Build and Deploy Agents to Production

...explained as a hands-on tutorial.

Aug 7, 2025 • Avi Chawla

10:39

Deploy a Qwen 3 Agentic RAG

May 10, 2025 • Avi Chawla

0:14

Knowledge Distillation using Teacher Assistant

Improved model compression.

Apr 25, 2025 • Avi Chawla

Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning

Four must-know model training paradigms.

Mar 26, 2025 • Avi Chawla

Implementing Knowledge Distillation From Scratch

...to compress ML models.

Mar 10, 2025 • Avi Chawla

4 Ways to Test ML Models in Production

...explained visually.

Feb 3, 2025 • Avi Chawla

Evaluation and Observability for LLM Apps

Practical deep dive with open-access.

Jan 18, 2025 • Avi Chawla

Simplify ML/GenAI Workflows with Simplismart

The fastest inference engine for ML/GenAI workloads.

Oct 28, 2024 • Avi Chawla

#nojs-banner { position: fixed; bottom: 0; left: 0; padding: 16px 16px 16px 32px; width: 100%; box-sizing: border-box; background: red; color: white; font-family: -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 13px; line-height: 13px; } #nojs-banner a { color: inherit; text-decoration: underline; } This site requires JavaScript to run correctly. Please turn on JavaScript or unblock scripts