Real AI. Ready to Use. Backed by Expertise.
I help companies bring practical AI into production — fast, modular, and without the buzzword chaos. Whether you’re using one of my AI Template Kits or need custom implementation support, I’m here to help.

Modular Services, Real Results
My services are structured around practical, production-ready AI. No fluff, no hype.
🧠 AI Template Kits
Prebuilt, real-world AI solutions, such as anomaly detection and recommendation systems, delivered as documented, modular codebases. Ideal for internal teams who want to move fast.
– Built with PyTorch, MLflow, and FastAPI
– Tested on real industrial datasets
– Jupyter-based, hands-on learning and customization
🏫 Workshops & Training
For teams who want to get hands-on with modern AI:
– Remote or on-site sessions (customizable format)
– Topics: Anomaly Detection, Recommender Systems, Cloud Deployment and more…
– Includes all source materials and preparation
🧰 Implementation Support
Need help adapting a template to your infrastructure? I support teams during the rollout and integration phase:
– Remote code walkthroughs and debugging
– API & cloud deployment setup (Render, Azure, AWS) – Custom module adaptation
➡️ Pricing on request
Let’s discuss the scope and find the right solution.
Surface or textile anomaly detection using visual AI
Detect subtle defects in materials or textures with deep learning models tailored for real-world production lines.
Product or content recommendation systems
Build scalable, personalized recommendation pipelines based on behavioral data and semantic similarity.
AI model deployment on Azure, AWS, or Render
Deploy and serve ML models using cloud-native solutions — including APIs, containers, and MLOps workflows.
Training sessions for internal ML teams
Upskill your team with hands-on training in applied machine learning, architecture best practices, and deployment.
Refactoring ML prototypes into production-grade pipelines
Turn Jupyter-based prototypes into maintainable, modular systems ready for production integration.
Available for project work and collaboration
Whether you’re exploring machine learning for the first time or need to bring an existing AI initiative into production, I’m available for short-term consulting or longer-term freelance engagements.

Why Work With Me?
You’re not hiring a PowerPoint AI consultant. You’re hiring a developer, engineer, and problem-solver.
Got a project in mind? Not sure how to start? Want to explore a workshop?
Let’s discuss your goals. No commitment.