Hands-on, production-minded
Training that sticks.
Practical learning for teams who need to ship: strong fundamentals, disciplined MLOps, and modern LLM systems.
Data Science Foundations
EDA → features → modelling → evaluation.
Core
Build intuition, avoid common pitfalls, and communicate results clearly.
MLOps & Deployment
Pipelines, CI/CD, monitoring.
Production
Make models reliable: versioning, guardrails, and maintainable delivery.
LLMs & Applied AI
RAG, evals, prompt systems.
Modern
Deploy LLM features safely with robust evaluation and cost control.
How it runs
A format that fits your team.
1) Assess
Baseline, goals, and the reality of your stack.
2) Teach
Hands-on sessions with real patterns.
3) Apply
Exercises that map to your work.
4) Embed
Templates, review, and follow-up.
Want a tailored plan?
Tell me your objectives and I’ll propose a structure.