Build a production-ready multi-agent chatbot with analyst and reviewer agents, ChromaDB RAG, CrewAI, and Gradio, delivering clearer, verified answers consistently.

Preserve Word layouts, tables, and media with Python GPT-4o hybrid workflow; combine text extraction and page images for accurate transcription.

Build a private DeepSeek-R1 chatbot with Ollama, MongoDB, and chat U. No external APIs. Deployment steps for local setups or AWS.

Ship a Python knowledge graph chatbot using Neo4j, Chainlit, and GPT-4o: Auto-generate Cypher, visualize results, and answer complex data questions accurately.

Understand LLMs fast so you can take your first step into practical AI, learning what they are, how they're built, where to find them, and how to use them effectively.

Understand what sets reasoning models apart and how they enable AI to analyze, plan, and solve tasks more reliably.

Get a clear, data-backed career trajectory map for GenAI. Understand shifting roles, choose your path, and plan concrete next steps.

Gain a practical understanding of the Transformer architecture that gives Large Language Models their extraordinary abilities.

A clear, no nonsense look at how GenAI will reshape your job and your business and what it really means for your future.

Learn how in-context learning works under the hood, when it helps, when it breaks, and how to structure prompts so models actually use the examples you provide.