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ml-engineer

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System-Design

Structured AI/ML career roadmap with 4 role-based paths. Interactive web app with phases, topics, clickable learning links, and progress tracking. Covers math, ML, deep learning, LLMs, RAG, MLOps, and Big Data.

  • Updated Apr 18, 2026

📊 ML Engineer Transformation: 1,872 learning hours over 24 months Oct 2025 → Sep 2027 | Target: €80-100K Ireland ML role Roadmap: Math → ML Theory → Deep Learning → Production MLOps Building in public | Daily progress tracking

  • Updated Oct 25, 2025

AI/ML Job Roadmap platform for Data Science, Machine Learning, and AI Engineering aspirants. Explore structured learning paths, interview prep resources, project ideas, tech stacks, and career guidance for landing top AI roles. Inspired by MAANG-level preparation journeys.

  • Updated May 12, 2026
  • JavaScript

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