Miklos Toth — Product Engineer
I help engineering teams move AI and data systems from demos to production. Many teams experiment with GenAI, AI agents or big data platforms, but struggle when it comes to real-world constraints: development, ownership, cost, reliability, and long-term maintenance. This is where my work usually starts. I’m a senior AI / data professional and trainer with two decades of dev experience and 8 years of teaching software engineers and data teams at multinational companies. My focus is not hype or tools, but practical mental models, architectures, and decision-making that work in production environments. I design and deliver hands-on workshops and trainings in: - Applied GenAI for software engineers - AI agents and AI-assisted development workflows - Machine learning systems in real products - Big data architectures with Spark - Moving from PoC to production-grade systems Before focusing on training and consulting, I worked as a software developer and IT consultant in international environments (Germany, China, Hungary), including large automotive enterprises. This background strongly shapes how I teach: pragmatic, engineering-driven, and business-aware. I usually work with mid-to-senior engineering teams and tech leads in 1–4 day workshops, delivered remotely or onsite across Europe. If you’re exploring practical GenAI or AI workshops for your engineering team, feel free to DM me.
Stackforce AI infers this person is a Senior AI and Data Professional specializing in educational and consulting roles within the tech industry.
Location: Budapest, Budapest, Hungary
Experience: 21 yrs 7 mos
Skills
- Genai
- Big Data
- Machine Learning
Career Highlights
- Trained over 9500 developers in the last decade.
- Expert in transitioning AI systems to production.
- Hands-on workshops tailored for engineering teams.
Work Experience
Frankfurt School of Finance & Management
Lecturer at Frankfurt School (private University) (2 yrs 9 mos)
Neumann Technology Platform
Professional Lead at Hungarian Artificial Intelligence Coalition (3 yrs 1 mo)
Machine Learning Café
Podcaster (1 yr)
AlphaGen
Chief Technology Officer (3 yrs 10 mos)
Neuron Solutions
Lead Machine Learning Engineer (1 yr 11 mos)
datapao
Senior AI and Big Data Instructor (Spark) (7 yrs 11 mos)
Meetup - Deep Learning Reading Seminar
Meetup Organizer (8 yrs 1 mo)
University of Szeged
Startup Mentor at a University Program "Virtus" (4 yrs 1 mo)
Blockchaineum
Head of A.I. Projects (1 yr 7 mos)
Tsw Academy
Trainer in Gen-AI for dev, Big Data, Python (9 yrs 3 mos)
Optimaster s.r.o.
IT Project Manager (11 mos)
Erdei Vendégházak Ópusztaszer
Co-Owner (10 yrs 5 mos)
Audi Akademie GmbH
IT Trainer (Ext.) (8 mos)
aiwebtesting.com
Co-Founder, Machine Learning Engineer (2 yrs 2 mos)
Volkswagen Group China
Technical Project Leader at VW (China, extern), PM, IT Consultant (Java) (2 yrs 7 mos)
msg systems ag
Java Software Developer (extern) at Audi AG (1 yr 2 mos)
ckc ag
IT Consultant, Software Developer at VW AG (1 yr 1 mo)
Fourth Project Consulting GmbH
Software Engineer (2 yrs 11 mos)
TSW Kft.
Project Leader, Software Architect (Java) (2 yrs 4 mos)
Kaneto Kft.
Software Developer (PHP), Web designer (1 yr 7 mos)
Education
Executive Master of Business Administration (Executive MBA) at Central European University
University at University of Szeged
at Mora Ferenc High School
at Coursera
