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⚡ AI Lessons
Dev.to · marcusmayo
📐 ML Fundamentals
⚡ AI Lesson
11mo ago
From ML Beginner to Production Engineer: How I’m Leveling Up My AI Projects
🎯 From training toy models to shipping real ML systems — here’s what that journey really looks...
Dev.to · marcusmayo
📐 ML Fundamentals
⚡ AI Lesson
11mo ago
🎙️ What Building the AI Interview Analyzer Taught Me About Production ML
After shipping the AI Interview Analyzer on GCP , I realized that production-ready AI isn’t about...
Dev.to · marcusmayo
🧠 Large Language Models
⚡ AI Lesson
11mo ago
🧠 The Simplest Neural Network That Actually Works
Before tackling multi-layer or transformer architectures, I built the simplest neural network I could...
Dev.to · marcusmayo
🏗️ Systems Design & Architecture
⚡ AI Lesson
11mo ago
💡 What Serverless Design Taught Me About AI Cost Optimization
Building the Edenred Invoice Assistant taught me something simple but powerful: Cost optimization...
Dev.to · marcusmayo
🤖 AI Agents & Automation
⚡ AI Lesson
11mo ago
🤖 Edenred Invoice Assistant – Serverless AI Chatbot for Invoice & Payment Support
A production-ready AI chatbot built on AWS Lambda and SageMaker for intelligent invoice and payment support — cost-optimized, serverless, and enterprise-ready.
Dev.to · marcusmayo
🧠 Large Language Models
⚡ AI Lesson
11mo ago
🎙️ Building an AI-Powered Interview Analyzer on GCP
Learn how I built a production-ready AI interview analysis pipeline using Whisper, RoBERTa, Toxic-BERT, mDeBERTa, and Gemini — complete with real-time feedback,
DeepCamp AI