RAG chatbots, multi-agent workflows, tool-calling agents and copilots with LangChain, LangGraph, OpenAI, Claude, Hugging Face and vector DBs.

Supervised and unsupervised ML, feature engineering, forecasting, recommenders, fraud detection and MLOps.

Neural networks, NLP, computer vision, transformers and LLM fine-tuning.

Microsoft Copilot, Claude Code, Claude Cowork, GitHub Copilot and Cursor — rolled out to teams, not just demoed.

Python, SQL, pandas, scikit-learn, Tableau and Power BI — including executive dashboards leaders actually open.

Curriculum design, lab kits and mentoring that takes a team from dependent to self-sufficient.