Future Proof Data Science
Subscribe
Sign in
Home
🚀 AI/ML Bootcamps
🎥 Youtube
👨💻 Agentic Analytics Works…
About
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
29
2
1
Recent posts
View all
Google's TabFM: What Data Scientists Should Know About This New Foundation Model
Is this the end of Machine learning as we know it?
Jul 28
•
Andres Vourakis
23
4
3
CI/CD for Data Scientists: How to Automate the Engineering Habits You’ve Built
👨💻 Welcome to the Engineering Skills for Data Scientists series, where I’ll be teaching the engineering skills that quietly separate data scientists…
Jul 18
•
Andres Vourakis
24
3
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.
Jul 7
•
Andres Vourakis
20
3
2
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
18
2
1
Testing & Logging: How to Know Your Code Actually Works
Data scientists skip this, engineers don't, and it shows.
Jun 23
•
Andres Vourakis
10
1
Pydantic: Data Validation That Spans MLOps and LLMOps
Start writing data science code that holds up in production
Jun 16
•
Andres Vourakis
16
2
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
17
4
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
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
20
3
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
32
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
63
2
9
See all
This site requires JavaScript to run correctly. Please
turn on JavaScript
or unblock scripts
