Liquid mentorship - pay as you go with

For mentees that do not have time to create a routine and want to use the mentorship at her/his own pace. The idea is: book a call each time you are done with the assigned work or when you have a specific need. In such last case the topic will be agreed before the call. This session type is meant to deliver long-term mentorship (we just adjust the billing calls and frequency to your needs). In case you are not my long-term mentee in need of a one-shot call please book one of the other session types.

I’m a Data & AI practitioner and tech lead working hands-on with ML and GenAI in production systems. I mentor people, who are lookig for clarity, structure, and confidence, not generic advice or buzzwords.

Whether you’re breaking into Data & AI, leveling up as an AI Engineer, or preparing for leadership responsibilities, my programs are outcome-driven, practical, and tailored to your goals.

🔹 Option 1 ("Lite") : Breaking Into Data & AI

A 3-month boosting program for students and unemployed professionals
Designed for people preparing for their first role in Data and/or ML/AI.

What we focus on:

+ Understanding Data, ML, and AI roles (and choosing the right one)
+ Building a credible portfolio with real-world framing
+ Translating bootcamp / academic knowledge into job-ready skills
+ CV & LinkedIn positioning for the European tech market
+ Interview prep (SQL, ML basics, business thinking, case questions)
+ Confidence, structure, and a clear roadmap

✅ Ideal if you feel overwhelmed, under-confident, or stuck despite learning the basics.

🔹 Option 2 ("Standard"): AI Engineer Career Lab
Engineer, deploy, and operate ML & GenAI systems

For Data Scientists, ML Engineers, and Software Engineers who want to move into serious AI engineering.

What we work on:
+ Designing end-to-end ML & GenAI systems
+ LLM applications, evaluation, and guardrails
+ MLOps & LLMOps fundamentals (monitoring, deployment, reliability)
+ Clean architecture and production standards
+ Turning models into business-impacting systems
+ Career positioning for senior AI / ML Engineer roles

✅ Ideal if you can build models, but want to own systems, not jupyter-notebooks.

🔹 Option 3 ("Pro"): Data & AI Leadership Essentials
Preparing engineers for leadership and management responsibilities

For senior ICs, tech leads, and experienced engineers stepping into leadership.

What we focus on:
+ Transitioning from “strong individual contributor” to leader
+ Technical decision-making under uncertainty
+ Communicating with product, stakeholders, and executives
+ Mentoring and growing junior engineers
+ Hiring & interviewing for Data & AI roles
+ Balancing technical depth with strategic thinking

✅ Ideal if you want to move into leadership but haven’t had the opportunity to learn how to lead.

💬 How I Mentor
+ Structured sessions with clear outcomes
+ Honest feedback (supportive but direct)
+ Real production examples—not toy problems
+ Adapted to your background, goals, and constraints

If you’re looking for clarity, practical skill-building, and career direction in Data & AI, let’s work together!