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Decoding ML
Engineering production AI systems
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Paul Iusztin
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Decoding ML
Apr 21
A Quick Update: Find Us Mostly on Substack Now!
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2
Paul Iusztin
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Decoding ML
Nov 30, 2024
LLM Twin Course: Building Your Production-Ready AI Replica
The Ultimate Prompt Monitoring Pipeline
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104
Paul Iusztin
in
Decoding ML
Nov 18, 2024
Beyond Proof of Concept: Building RAG Systems That Scale
A hands-on guide to architecting production…
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126
Paul Iusztin
in
Decoding ML
Nov 18, 2024
The Engineer’s Framework for LLM & RAG Evaluation
Stop guessing if your LLM works: A hands-on guide to…
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105
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Paul Iusztin
in
Decoding ML
Nov 18, 2024
8B Parameters, 1 GPU, No Problems: The Ultimate LLM Fine-tuning Pipeline
Master production-ready…
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145
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Paul Iusztin
in
Decoding ML
Nov 18, 2024
LLM Twin Course: Building Your Production-Ready AI Replica
Turning Raw Data Into Fine-Tuning Datasets
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162
Paul Iusztin
in
Decoding ML
Nov 18, 2024
I Replaced 1000 Lines of Polling Code with 50 Lines of CDC Magic
The MongoDB + RabbitMQ stack that's…
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108
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Paul Iusztin
in
Decoding ML
Nov 18, 2024
Your Content is Gold: I Turned 3 Years of Blog Posts into an LLM Training
A practical guide to…
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105
Paul Iusztin
in
Decoding ML
Oct 31, 2024
Connecting the dots in data and AI systems
Simplifying MLE & MLOps with the FTI Architecture
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20
Paul Iusztin
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Decoding ML
Oct 26, 2024
Fundamentals
ML serving 101: Core architectures
Choose the right architecture for your…
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78
About
Decoding ML
Battle-tested content on designing, coding, and deploying production-grade ML & MLOps systems. The hub for continuous learning on ML system design, ML engineering, MLOps, large language models (LLMs), and computer vision (CV).
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