AI Agents & LLM Production Guide with SAIF MODAN

The AI Engineer's Blueprint: Building Production AI Agents & Kaggle ML Baselines

Authored by Saif Modan, this practitioner field manual distills practical frameworks and production patterns across Generative AI and competitive data science.

Inside this 4-Chapter E-Book Guide:

• Chapter 1: Autonomous AI Agent Architectures: ReAct execution loop, multi-tier memory systems, and deterministic guardrails.

• Chapter 2: Google Cloud & GenAI In Practice: Model selection matrix (Gemini 1.5/2.0 vs Gemma) and serverless agent deployment on Google Cloud Run.

• Chapter 3: The Kaggle Competitive ML Playbook: Validation design to avoid leaderboard shakeup, group K-Fold, and feature engineering Python recipes.

• Chapter 4: Career & Project Roadmap: How to build an authoritative portfolio and learn in public.

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