I can help you with: practical programming
ā¬40/hour ā¢ First 15 minutes free ā¢ 100% tailored to you ā¢ In Czech or English
I am an AI/ML engineer with 10+ years of practical experience, currently working as a Senior AI/ML engineer at MSD Czech Republic. Previously, I have been part of large companies such as Amazon and Seznam.cz, as well as local startups. I also have experience collaborating with universities in Czech Republic and Spain. I have always enjoyed and found fulfillment in knowledge sharing, and I have been teaching Python to beginners for 5+ years. I have also created several lectures and workshops with the goal of passing on my knowledge to others. I believe in a friendly and individual approach that helps students achieve their goals faster and more efficiently.
Over the past few years, I have had the opportunity to work with more than 300 people who wanted to learn Python ā from complete beginners to experienced developers who wanted to deepen their knowledge. This has helped me understand what most often slows them down in learning and how to work with it. One thing has shown up again and again: everyone learns differently. Some need more time on the basics, others want to jump straight into more complex projects. And this is exactly what's difficult in group courses ā they are not built for individual pace and needs. That's why I offer one-on-one mentoring, where I fully adapt to you. Together we will set goals that make sense, and work on them step by step. I will help you not only with understanding the language and programming thinking, but also with practical things like job interview preparation. Whether you want to just start with Python, or move further in your career, I'm happy to help ā in Czech or English.
How can I help you? I specialize in practical programming and modern AI technologies.
From basics to advanced techniques ā always adapted to your level. I'll help with OOP, libraries like pandas, numpy, scikit-learn. I'll show you API development or process automation. Perfect for beginners and those who want to deepen their knowledge. I'll also show you how to best use GenAI for your development.
Practical work with ChatGPT API, OpenAI, model fine-tuning, prompt engineering, RAG systems. I'll show you how to effectively deploy AI in your projects and automate work processes. From basics to advanced techniques ā always with practical examples.
Cloud deployment using Lambda, S3, Sagemaker, EC2, CI/CD pipelines. Cost and performance optimization. Practical help with migrating applications to AWS.
Practical projects with real data from start to production deployment. Development in PyTorch and scikit-learn focusing on classification, regression, clustering and other techniques. I'll teach you how to solve real business problems using ML.
Joint solving of specific problems in real time. Debugging, refactoring, application architecture, best practices. Accelerate your learning and projects with a friendly and patient approach. I'll teach you senior programmer thinking.
I can help you with advanced Python concepts such as decorators, code parallelization, asynchronous programming. Creating libraries and working with development tools (uv, pip, ruff). Together we'll go through best practices and tips for efficient code writing.
Experience I draw from when mentoring:
In Czech and English | Online | Flexible schedule (evenings and weekends)
First 15 minutes free ā¢ No commitment ā¢ Quick scheduling
Are you interested in my experience and want to learn more about programming, machine learning or GenAI? Don't hesitate to contact me for consultation or courses in Czech or English.
petr.lorenc.ml@gmail.com