Fatih Tatoğlu - Personal Notes on Technology, Learning, and Life from a Learning Engineer

A conceptual horizontal illustration showing the relationship between artificial intelligence, time, and mental load in blue and warm amber tones.

Is Artificial Intelligence Only Saving Time?

Sometimes a simple parking choice is not just about where to leave the car. It becomes a question of comfort, stress, time, and the quiet calculations we make without noticing. From that small moment, a larger question begins to appear: when we use artificial intelligence, are we only trying to move faster, or are we also buying something less visible? Perhaps the real matter is not how much time we save, but what kind of depth we can still build while moving so quickly.

NVIDIA Jetson Orin Nano Super Developer Kit

NVIDIA Jetson Orin Nano Setup: JetPack, SD Card & Fixes

Setting up a new device always begins with a little optimism: download the image, write it to the card, connect a few cables, and move on. But sometimes the real setup is not in the official steps; it is hidden in missing cables, stubborn boot screens, conflicting tools, and small details that only appear after hours of trial and error. This is the story of turning a Jetson Orin Nano from a promising box on the desk into a working companion for future AI experiments.

A symbolic relationship between an engineer and two artificial intelligence figures

Working with Artificial Intelligence: What Can I Do as an Individual?

We often speak about artificial intelligence as if it belongs only to laboratories, giant companies, or people with deep mathematical knowledge. But perhaps the real question is smaller and more uncomfortable: where do we stand in this change, and what are we willing to do with what we have? Between envy, hesitation, local difficulties, and the simple desire to contribute, this is a search for a personal lane in the AI age-not to make the biggest leap, but to keep walking.

Silhouettes of engineers observing two AI robots debating in a courtroom-like environment.

AI Debate Experiment Architecture: Multi-Agent LLM Design

A debate between two AI models may look simple from the outside: give a topic, collect arguments, choose a winner. But once the models begin to answer, the real question becomes how to keep the conversation fair, comparable, and meaningful. Behind each round there is a coordinator, a set of constraints, blind jury decisions, and many small design choices that shape the result. This experiment is less about making models argue, and more about understanding how a controlled AI discussion can be built.

A formal debate scene with two humanoid robots facing each other at podiums and a gavel symbolizing the jury between them.

AI Debate Experiment: Thinking and Persuasion with Artificial Intelligence

What if the question is not whether artificial intelligence will replace us, but whether we can use it to train the parts of ourselves we tend to avoid? Behind the familiar fear of lost jobs sits a quieter challenge: thinking more clearly, listening more carefully, defending an idea without becoming attached to it. Starting from a report about the future of work, this experiment turns AI into something unexpected: not just a tool, but a sparring partner for the mind.

A round piece of dough resting on a flour-dusted surface, somewhere between bread and a pastry

Trying and Failing: What Not Succeeding Taught Me

Some failures begin quietly, in the middle of an ordinary kitchen. A recipe changes, a step is forgotten, and what should have been bread turns into something else entirely. But sometimes the real question is not whether the result is successful. It is what happens inside us while we try, fail, hesitate, begin again, or stop ourselves before even starting. From childhood memories to a child's first steps, this is a reflection on the strange courage hidden in imperfect attempts.

Minimal terminal-themed cover illustrating a serverless data flow

AWS Lambda to Google Sheets with Keyless WIF

Sometimes the simplest reporting need turns into a bridge between two cloud worlds. In this case, the goal was not to build a large data pipeline or introduce a heavy analytics stack, but to make project metrics visible quickly, safely, and with as little operational burden as possible. The path led from AWS Lambda to Google Sheets, through Workload Identity Federation, without long-lived keys. Along the way, small limits, missing dependencies, and permission details shaped the final solution.

Minimal silhouette and arrow illustration representing the journey toward opportunities in SWOT analysis.

Opportunity Zone SWOT Method: A Practical Assessment Guide

Sometimes a SWOT analysis leaves us with more questions than answers. Strengths look safe until they begin to slow us down, weaknesses may not truly belong to us, and threats often appear only after they have already started blocking the way. The Opportunity Zone method begins from that tension: how can each part of SWOT become something more practical, more personal, and more connected to action? This is not a shortcut to growth, but an attempt to look at familiar headings from a more useful angle.

A retro-styled flat illustration representing the evaluation of SWOT by showing a silhouette facing its reflection in four-toned color blocks.

SWOT Evaluation Guide: How to Assess SWOT Results

A SWOT analysis can make your current situation visible, but visibility alone does not create change. The real question begins afterward: what will you protect, what will you improve, which opportunities deserve attention, and which threats are quietly pulling you back? From familiar business stories to personal health lessons, this guide looks at SWOT not as a static table, but as a decision point. Because sometimes the most dangerous choice is the one that looks like doing nothing.

A minimalist pastel illustration of a person walking toward light on a soft path, symbolizing awareness and inner growth.

Discover Your Core Values: A Practical Guide

Values often feel like familiar words we already understand, but the moment we try to name our own, things become less certain. Are the principles we choose truly ours, or are they shaped by the environments we live in, the needs we carry, and the pressures we don't always notice? Identifying values is not only about making a list; it is also a quiet confrontation with how we decide, what we lack, and where our authentic self begins.