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Expertise alignment for AI apps
Why "explain it like I'm ten" wasn't quite the right fix for my prompts and UI copy
Jul 28
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Ademar Tutor
How should an AI agent do machine learning for someone who can't check its work?
Three ways an agent can do machine learning for you, and what I built to test the third one.
Jul 19
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Ademar Tutor
Don't Remove the Human From the Loop. Give Them a Better Role.
How test-driven machine learning made AutoML usable for people with zero data science background
Apr 3
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Ademar Tutor
1
AI agents work better when you give them less freedom
A neuroscience paper showed me how to build better AI data teams for businesses.
Mar 24
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Ademar Tutor
Deploying a full-stack LLM judge system on Azure Container Apps
I wanted to deploy the LLM-as-a-Judge I recently developed.
Jan 30
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Ademar Tutor
Prompt templates evaluation contracts
Versioned rubrics in the database
Jan 22
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Ademar Tutor
LLM-as-a-Judge Offline Evaluation for Ordinal Scores
Pearson r + QWK + ±1
Jan 17
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Ademar Tutor
3
LLM-as-a-Judge for Sales Coaching
Designing an Auditable Evaluator Pipeline
Jan 9
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Ademar Tutor
3
Is Today a Good Day to Sell Coffee?
A Beginner’s Guide to Decision Trees
Aug 14, 2025
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Ademar Tutor
2
Design Thinking–Driven: From ML Ops to AI Engineering
How ML Teams can thrive in the Age of Plug-and-Play AI
Jun 30, 2025
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Ademar Tutor
1
Class Scheduling with AI: Using Google OR-Tools for Constraint Satisfaction Problem
Creating a Python script with Google OR-Tools to help solve class scheduling problem
Aug 8, 2024
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Ademar Tutor
Building an AI chatbot to handle Amazon’s Help & Customer Service
Build a chatbot using vector search, OpenAI and langchainrb
Jan 22, 2024
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Ademar Tutor
2
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