Richardh Warepaam – Medium

Richardh Warepaam

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Dec 30, 2023

How to Effectively Learn Data Science in 2024

Self-Study Guide to Get Ready for Data Science Jobs

How to Effectively Learn Data Science in 2024

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Feb 28, 2024

How to Think Analytically in a Data Analysis Project

Exploring into my “Analytical Thought Process” in a case study

How to Think Analytically in a Data Analysis Project

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Mar 5, 2024

How To Perform Statistical Analysis Using Python: The Ultimate Guide

5 Proven Methods that Every Data Science Professional Uses

How To Perform Statistical Analysis Using Python: The Ultimate Guide

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Nov 2, 2023

How to Conduct an Effective Exploratory Data Analysis (EDA)

The Ultimate Guide

How to Conduct an Effective Exploratory Data Analysis (EDA)

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Jun 5

48% of Our AI Agent Traces Were Useless — Here’s What We Found

Why successful traces often make terrible training data

48% of Our AI Agent Traces Were Useless — Here’s What We Found

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Jun 3

Stop Building RAG Pipelines That Lie to You

The Ultimate 3 Boring Decisions That Made My RAG Pipeline Actually Production-Ready

Stop Building RAG Pipelines That Lie to You

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May 29

Your MCP Server Is Eating Your Context Window — Here’s How to Stop It

Cut tool bloat, shrink context, and keep agents useful with deterministic server-side design

Your MCP Server Is Eating Your Context Window — Here’s How to Stop It

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May 29

MCP Just Killed Your App Integration Stack

How Claude agents connect to email, Stripe, and databases without custom glue code

MCP Just Killed Your App Integration Stack

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May 25

Why Most AI Agents Die in Production

Four engineering primitives that turn agent demos into production systems.

Why Most AI Agents Die in Production

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May 24

Nemotron 3 Nano Omni, Explained

How NVIDIA built a long-context multi-modal model for documents, video, audio, and agentic workflows

Nemotron 3 Nano Omni, Explained

Richardh Warepaam

Richardh Warepaam

AI & LLMOps Engineer | GenAI/Agentic AI | Multi‑Cloud (Azure/AWS/GCP) | Web: richardwarepam.com | Shop: codewarepam.gumroad.com

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