AI Engineering Studio

Project library

Build something real.

Six guided browser workshops with sample demonstrations, plus the tested Python agent implementation and existing project roadmap.

6 projects

Project 01 / AI Agents

Build Your First AI Agent

Select an approved tool, inspect its result, and return a verified answer.

Beginner · Estimated 30–45 minutes

  • Instructions
  • Tool selection
  • Execution traces
Open Project

Project 02 / AI Applications

Intelligent Document Processor

Extract sample invoice fields, correct an exception, and rerun validation.

Beginner · Estimated 45–60 minutes

  • Structured extraction
  • Validation
  • Exceptions
Open Project

Project 03 / Data and Retrieval

Build a Knowledge Assistant

Retrieve supplied evidence and distinguish grounded answers from unsupported questions.

Intermediate · Estimated 60–90 minutes

  • Retrieval
  • Grounding
  • Source verification
Open Project

Project 04 / Automation

Email Triage Automation

Classify fictional inquiries and hold consequential routing for approval.

Beginner · Estimated 40–60 minutes

  • Classification
  • Branching
  • Human approval
Open Project

Project 05 / Data and Retrieval

AI Research Assistant

Produce a briefing from supplied passages while identifying gaps in the evidence.

Intermediate · Estimated 60–90 minutes

  • Decomposition
  • Evidence checking
  • Structured reports
Open Project

Project 06 / Automation

Workflow Debugger

Trace a failed workflow, identify the cause, and correct its configuration.

Intermediate · Estimated 45–60 minutes

  • Logs
  • Failure handling
  • Retries
Open Project

Python implementation & planned curriculum

  • Published

    Build Your First AI Agent

    Build a small Python agent that calls one approved read-only tool and returns a grounded task status.

    Beginner · 30–45 minutes

    Prerequisites: Python 3.10 or newer · Basic Python functions and dictionaries · Optional: an OpenAI API account for live mode

    Stack: Python · OpenAI Chat Completions · Standard library

    Outcome: Implement a tool schema and strict validation

    Build this project
  • Coming soon

    Build a Document Q&A Assistant

    Retrieve relevant passages and generate answers grounded in supplied documents.

    Intermediate · 2–3 hours

    Prerequisites: Python basics · Agent fundamentals · An approved collection of documents

    Stack: Python · Document parsing · Embeddings · Vector search · Language model

    Outcome: Build a retrieval pipeline

    View project outline
  • Coming soon

    Build a Local AI Assistant

    Build a locally running assistant for an approved collection of documents.

    Intermediate · 2–4 hours

    Prerequisites: Python basics · Hardware suitable for your selected model · An approved document collection

    Stack: Python · Ollama · Optional document retrieval

    Outcome: Connect to a locally running model

    View project outline

Find your next step.

7 published results