Future Proof Data Science

FastAPI for Data Scientists: How to Turn Your Model into a Real Service

You trained the model, now make sure someone else can use it.

3 hrs ago • Andres Vourakis

3

June 2026

Reproducible Environments with uv: Stop Fighting Python on Every New Project

Replace pip, conda, venv, and Poetry with one tool that's 10x faster

Jun 30 • Andres Vourakis

16

1

Testing & Logging: How to Know Your Code Actually Works

Data scientists skip this, engineers don't, and it shows.

Jun 23 • Andres Vourakis

8

1

Pydantic: Data Validation That Spans MLOps and LLMOps

Start writing data science code that holds up in production

Jun 16 • Andres Vourakis

13

2

Introducing Engineering Skills for Data Scientists (Summer Series)

A free 5-week series of practical articles to level up your engineering skills.

Jun 13 • Andres Vourakis

24

1

When Is It Actually a RAG Problem?

How to tell RAG from MCP, semantic layers, and other patterns people often confuse it with

Jun 4 • Andres Vourakis

10

3

May 2026

Building Your First Claude Skill: An Analytical Peer Reviewer for Data Scientists

A step-by-step build for a Skill that stress-tests your analysis, not just your code

May 16 • Andres Vourakis

32

4

7

April 2026

Top 5 AI Tools I (Actually) Use as a Senior Data Scientist

My real AI stack, what each tool does, and how they all fit together

Apr 23 • Andres Vourakis

23

2

5

I Built a Free Dashboard to Track AI in Data Science

Explore the skills companies are actually hiring for, updated weekly with thousands of job postings

Apr 10 • Andres Vourakis

19

3

March 2026

Ultimate Guide to Future-Proofing Your Data Science Career (2026-2027)

The skills, strategies, and career moves data scientists need to stay competitive as AI reshapes the field

Mar 26 • Andres Vourakis

31

4

6 Research Papers Every Data Scientist Should Read In 2026

How far AI agents will automate data science, machine learning research, and broad scientific discovery

Mar 19 • Andres Vourakis

60

2

7

What My Senior Data Scientist Role (Actually) Looks Like in 2026

Working at a scale-up with strong AI adoption

Mar 7 • Andres Vourakis

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