Amit Patriwala
@patriwala.bsky.social
Helping Startups & Enterprises Turn AI into Revenue-Ready, Scalable Cloud Products
The Real Deal on RAG: What Works, What Doesn’t, and Why You’re Probably Doing It Wrong medium.com/p/the-real-d...
February 10, 2026 at 7:22 PM
The Real Deal on RAG: What Works, What Doesn’t, and Why You’re Probably Doing It Wrong medium.com/p/the-real-d...
Azure Data Factory vs. Synapse Analytics: A Technical Deep Dive medium.com/p/azure-data...
Azure Data Factory vs. Synapse Analytics: A Technical Deep Dive
As a Data Analyst working with large datasets, choosing the right tools for data integration, movement, and analysis is very important. As…
medium.com
February 10, 2026 at 6:25 PM
Azure Data Factory vs. Synapse Analytics: A Technical Deep Dive medium.com/p/azure-data...
AWQ vs GPTQ: A Practical Decision Framework for LLM Quantization medium.com/p/awq-vs-gpt...
AWQ vs GPTQ: A Practical Decision Framework for LLM Quantization
As large language models grow increasingly sophisticated, their computational demands have sparked intense innovation in model…
medium.com
February 9, 2026 at 2:34 PM
AWQ vs GPTQ: A Practical Decision Framework for LLM Quantization medium.com/p/awq-vs-gpt...
The Art of Context Management: Strategic Approaches When LLMs Hit Their Memory Limits medium.com/p/the-art-of...
The Art of Context Management: Strategic Approaches When LLMs Hit Their Memory Limits
Every Large Language Model has a fundamental constraint: its context window — the maximum number of tokens it can process in a single…
medium.com
February 9, 2026 at 2:34 PM
The Art of Context Management: Strategic Approaches When LLMs Hit Their Memory Limits medium.com/p/the-art-of...
Mastering LLM Hyperparameters: A Developer’s Guide to Production-Ready Configurations medium.com/p/mastering-...
Mastering LLM Hyperparameters: A Developer’s Guide to Production-Ready Configurations
As developers working with Large Language Models (LLMs), we often treat hyperparameters as magical knobs to tweak. But understanding what’s…
medium.com
February 9, 2026 at 2:33 PM
Mastering LLM Hyperparameters: A Developer’s Guide to Production-Ready Configurations medium.com/p/mastering-...
The Startup’s Model Selection Playbook: How to Pick AI Models Without Burning Your Rundown medium.com/p/the-startu...
February 9, 2026 at 2:33 PM
The Startup’s Model Selection Playbook: How to Pick AI Models Without Burning Your Rundown medium.com/p/the-startu...
The Single Idea That Redefines AI Strategy in 2026: Blockchain as the Backbone of Verifiable… medium.com/p/the-single...
The Single Idea That Redefines AI Strategy in 2026: Blockchain as the Backbone of Verifiable…
Blockchain transforms AI governance from unenforceable policy into verifiable system architecture. In 2026, competitive advantage shifts…
medium.com
February 9, 2026 at 2:32 PM
The Single Idea That Redefines AI Strategy in 2026: Blockchain as the Backbone of Verifiable… medium.com/p/the-single...