Mentors are only for professional people. Well, no.

Students actually need mentors even more due to their inexperience.

But why do students need mentors?
> To fight impostor syndrome
> Prevent bunout
> And more...

Read the full article👇
t.co/lyUzufa2Qj

Change of plans: simplicity > depth

I’ve been building StockSimPy, a Python backtesting library, for ~2 months. At first I thought “the more complex, the more professional.”

⚡ Random indicators
🌀 Over-engineering
📋 Copy-paste overload

❌ Wrong.

Productivity is everything when you're deep in Python dev.

I wrote a breakdown of my favorite libraries that save time and help ship cleaner code.

🧪 pytest
🧼 black & ruff
📦 poetry

Full post:
medium.com/top-python-l...

Got a tool you swear by? I want to hear it.

#Python #devtools #buildinpublic

I dive into popular trading indicators — SMA, EMA, DEMA, and TEMA — and code them from scratch. No plug-and-play libraries. Just core logic, math, and learning by doing.

If you're curious how these actually work, I think you'll find it insightful.
📖 python.plainenglish.io/from-sma-to-...

Writing docs used to feel like a hassle—until I realized how powerful Sphinx is for Python projects.

For my latest project, StockSimPy, I decided to stop neglecting documentation and do it right from day one.

I built a diabetes risk prediction app using Python, ML, and Streamlit in just 48 hours.
Here’s a breakdown of how it went 👇

#MachineLearning #Python #Streamlit #Hackathon

Just hit 1000+ lines in my Python library stocksimpy!
🧠 200+ lines of core logic
📝 250+ lines of documentation
🧪 700+ lines of tests
I didn’t realize writing well-documented code would be this hard 😅

I’m building in public — follow my journey on Medium:
👉 medium.com/@suleymansad...

#Python #DevLog

Just wrote about why we say “please” and “thank you” to ChatGPT — even though it’s just a machine. 🤖💬
Is it politeness, psychology, or something deeper about how we connect with AI?
Check it out and let me know what you think!
👉 medium.com/@suleymansad...
#AI #ChatGPT #TechPsychology #HumanMachine

🗑️ Garbage in, garbage out.
How does AI know what you want before you do?
It all starts with quality data 📊 and solid feature engineering.
I wrote about why good data matters and how to get it right:
👉 medium.com/ai-in-plain-...
#AI #DataScience

Just shipped a fun little tool! 🚀

It generates AI-powered cover images for blog posts — no design tools, no hassle.

I built it to streamline my writing workflow and now use it in all my dev content.

Curious how it works?
👉 medium.com/ai-in-plain-...

#BuildInPublic #Python #AI #BloggingTools

🚀 I'm building my own Python library from scratch: StockSimPy
A beginner-friendly tool for simulating stock strategies.

🧠 Why? To learn Python deeply + help others learn too.

🧪 Week 0 Devlog is live 👇
🔗 medium.com/stackademic/...

Follow along — I'll be sharing every step, win, and bug 🐛