# AI Engineer Melbourne 2026 > A two-day conference on building, deploying, and scaling AI systems in production. ## Overview - **Dates**: 2026-06-03 to 2026-06-04 - **Location**: Melbourne, Australia - **Speakers**: 92 - **Sessions**: 109 - **Tracks**: Keynote, Hallway, Software Engineering, Leadership, AI Engineering, All, Workshop ## Session Types - social: 11 - housekeeping: 4 - keynote: 9 - talk: 80 - panel: 4 - workshop: 1 ## Links - Conference website: https://webdirections.org/ai-engineer/ - Registration: https://webdirections.org/register/?eventName=aieng26&eventTitle=AI+Engineer+Melbourne+2026&selectedTicket=aieng26conference - Full LLM context: https://data.webdirections.org/ai-engineer/llms-full.txt - All sessions (JSON): https://data.webdirections.org/ai-engineer/sessions.json - All speakers (JSON): https://data.webdirections.org/ai-engineer/speakers.json - Schedule grid (JSON): https://data.webdirections.org/ai-engineer/schedule.json - Calendar (iCal): https://data.webdirections.org/ai-engineer/calendar.ics - Semantic embeddings: https://data.webdirections.org/ai-engineer/sessions-embeddings.json - MCP server: https://data.webdirections.org/ai-engineer/mcp ## MCP Tools Agents can connect to the MCP server at `https://data.webdirections.org/ai-engineer/mcp` and use: - `get_conference_info` — conference metadata - `list_sessions` — filter by track, date, type, speaker - `get_session` — full session detail - `list_speakers` — filter by track, employer - `get_speaker` — full speaker profile + their sessions - `get_schedule` — day or full conference schedule - `search_sessions` — semantic search over session content - `search_speakers` — semantic search over speaker bios - `whats_happening_now` — time-aware current/next session ## Build your own All data is free and open. Build your own schedule app, agent, or tool — and share it with us.