📰 Medium · Data Science

For a surprisingly long time, I thought writing good Python meant making my logic work. Continue reading on Level Up Coding »

Every week we count every stock mention across the curated finance accounts we track on X and Reddit: thousands of mentions, hundreds of… Continue reading on Me

Günümüzde her gün milyonlarca veri üretiliyor ama bu verileri sadece toplamak tek başına bir anlam kazandırmıyor. Önemli olan, bu yığının… Continue reading on M

The hardest part of a data platform is never the data. It’s knowing where to click first. Humanity Centered Data covers 195 countries… Continue reading on Mediu

Array Operations in Java and Scala: Continue reading on Data Science Collective »

Deterministic where possible, agentic where necessary — engineering an honest job-apply pipeline that runs entirely on your laptop. Continue reading on Medium »

You iterate on a prompt, run the eval set, keep the best variant. Repeat for a quarter. The number that survives is the maximum of forty… Continue reading on Me

Introduction Data Science and Machine Learningare one of the emerging fields in the present scenario. By getting to know the playlist, I… Continue reading on Me

Every year, millions of smallholder farmers struggle to access loans — not because they lack the ability to repay, but because they lack a… Continue reading on

Veri bilimi öğrenirken ilk zamanlar her şeyi kendi bilgisayarımdaki Jupyter Notebook üzerinden halletmeye çalışıyordum. Fakat veri setleri… Continue reading on

(And the 50-Year-Old Algorithm That Fixes It) Continue reading on Medium »

Subtitle: LSTMs solved many of the problems that made RNNs difficult to train — but they couldn’t solve the fundamental limitations of… Continue reading on Medi

Stop building glorified hello-world flows. Here are the real, battle-tested automations that give you back your workweek. Continue reading on Medium »

Data analysis may become agent-based, but trust still depends on human-defined boundaries, controls, validation, and accountability. Continue reading on Medium

In a recent comment on my post about declarative systems and higher abstraction, Scott Edwards raised a critical challenge: Continue reading on Medium »

Two small decisions that make a trend chart tell the truth for a single day or a whole year Continue reading on Medium »

Most developers copy temperature=0.7 from a tutorial and never touch it again. That’s not engineering. That’s guessing. Continue reading on Medium »

How Logistic Regression and Decision Thresholds outperformed modern resampling techniques in an extremely imbalanced scenario (1.7% fraud) Continue reading on M

The math on what Senior DE and AI Engineer titles actually cost you in 2026. Continue reading on Medium »

The companies that grow consistently aren’t always the ones with the best marketing. More often, they’re the ones that understand what’s… Continue reading on Me

Python Concurrency & Parallelism: A Systems-First Deep Dive (Part 3) Continue reading on Medium »

When enterprise teams move from prototyping generative AI models to running mission-critical applications, consumer-grade APIs and… Continue reading on Medium »

Why the Future of Algorithmic Trading Isn’t a Better Model — It’s an Intelligent Network of Collaborative AI Agents Continue reading on Medium »

Most beginners don’t waste time because they’re lazy. They waste time because nobody tells them what to learn, what to ignore, and what… Continue reading on Med