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ASHISH GHADIGAONKAR

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15 Must-Know AI Tools for Developers in 2025

15 Must-Know AI Tools for Developers in 2025

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2 min read

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Bias vs Variance in Production ML — A Deep Technical Guide for Real-World Systems

Bias vs Variance in Production ML — A Deep Technical Guide for Real-World Systems

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4 min read
I Built a Mini ChatGPT in Just 10 Lines Using LangChain (Part 1)

I Built a Mini ChatGPT in Just 10 Lines Using LangChain (Part 1)

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3 min read
How to Architect a Real-World ML System — End-to-End Blueprint (Part 8)

How to Architect a Real-World ML System — End-to-End Blueprint (Part 8)

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3 min read
ML Observability & Monitoring — The Missing Layer in ML Systems (Part 7)

ML Observability & Monitoring — The Missing Layer in ML Systems (Part 7)

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3 min read
Bias–Variance Tradeoff — Visually and Practically Explained (Part 6)

Bias–Variance Tradeoff — Visually and Practically Explained (Part 6)

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3 min read
Overfitting & Underfitting — Beyond Textbook Definitions (Part 5)

Overfitting & Underfitting — Beyond Textbook Definitions (Part 5)

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2 min read
Why Accuracy Lies — The Metrics That Actually Matter (Part 4)

Why Accuracy Lies — The Metrics That Actually Matter (Part 4)

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2 min read
Feature Drift & Concept Drift — Why Models Rot in Production (Part 3)

Feature Drift & Concept Drift — Why Models Rot in Production (Part 3)

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3 min read
Data Leakage — The Silent Accuracy Killer (Part 2)

Data Leakage — The Silent Accuracy Killer (Part 2)

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3 min read
The Hidden Failure Point of ML Models — Part 1

The Hidden Failure Point of ML Models — Part 1

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3 min read
🚀 The Hard Reality of Scaling AI Projects

🚀 The Hard Reality of Scaling AI Projects

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5 min read
🚀 How I Cut Deep Learning Training Time by 45% — Without Upgrading Hardware

🚀 How I Cut Deep Learning Training Time by 45% — Without Upgrading Hardware

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3 min read
🚀 API Rate Limiting: The Simple Trick to Save Your Backend from Crashing (Beginner-Friendly Guide)

🚀 API Rate Limiting: The Simple Trick to Save Your Backend from Crashing (Beginner-Friendly Guide)

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3 min read
🚀 Demystifying Docker: The Future of Software Deployment

🚀 Demystifying Docker: The Future of Software Deployment

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3 min read
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