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Baran Cezayirli

Technologist

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Engineering the future: AI, systems, and business insights

Understanding the Three Vs of Big Data

Understanding the Three Vs of Big Data

May 16, 2025
9 min read
data-sciencebig-data
A fundamental concept to understand the challenges and opportunities of big data is the 3 Vs of big data: Volume, Velocity, and Variety.
A Comprehensive Guide to Hyperparameter Tuning in XGBoost

A Comprehensive Guide to Hyperparameter Tuning in XGBoost

May 15, 2025
12 min read
AImachine-learningxgboost
Maximize XGBoost model performance with our hyperparameter tuning guide. Learn key parameters, effective strategies (Grid/Random Search, Bayesian), & best practices.
Why AI System Design Demands a New Engineering Mindset

Why AI System Design Demands a New Engineering Mindset

May 13, 2025
7 min read
AIsystem-design
AI engineering requires a shift from deterministic logic to data-driven inference. Explore the mindset and tools needed for modern AI development.
How Different AI Learning Methods Drive Real-World Solutions

How Different AI Learning Methods Drive Real-World Solutions

May 12, 2025
8 min read
AImachine-learning
Explore AI from supervised to reinforcement learning in this guide connecting theory to real-world use—ideal for AI builders and tech-curious readers alike.
The Pillars of Progress: A Guide to AI's Evolutionary Stages

The Pillars of Progress: A Guide to AI's Evolutionary Stages

May 6, 2025
8 min read
AI
Unlock the complexities of AI. This guide explains Traditional AI, GenAI, AGI, & ASI, showing Artificial Intelligence is far more than generative models.
How Distributed Systems Manage Workloads

How Distributed Systems Manage Workloads

December 18, 2024
14 min read
devopssystem-design
Learn how scheduling works in distributed systems, from priority queues to workload management, ensuring efficient task execution at scale.
Beyond One Model: How AGI Will Actually Work

Beyond One Model: How AGI Will Actually Work

December 2, 2024
10 min read
AIsystem-designsoftware-architecture
True artificial general intelligence won’t be one model but a system of intelligent components. Learn why system design is the key to AGI.
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About Me

With 20+ years in tech, product innovation, and system design, I scale startups and build robust software, always pushing the boundaries of possibility.

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From Blog

  • LLM's are Not Intelligent and That is OK
  • System Design Principles For Long Term Success

© 2025
Baran Cezayirli | Technologist